From d3c2bc8ec3a47076f91219c998d04ef26aa717fc Mon Sep 17 00:00:00 2001 From: Roman Babenko Date: Fri, 16 Aug 2024 10:27:55 +0300 Subject: [PATCH 01/13] custom ref BM --- .github/workflows/benchmark.yml | 12 +- cicd/benchmark.txt | 247 +++++++++--------- .../filters/value_string_type_check.py | 2 +- 3 files changed, 134 insertions(+), 127 deletions(-) diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml index a0a0f7de0..c1d1f5f94 100644 --- a/.github/workflows/benchmark.yml +++ b/.github/workflows/benchmark.yml @@ -22,7 +22,8 @@ jobs: - name: Checkout CredData uses: actions/checkout@v4 with: - repository: Samsung/CredData + repository: babenek/CredData + ref: auxiliary - name: Markup hashing run: | @@ -72,7 +73,8 @@ jobs: - name: Checkout CredData uses: actions/checkout@v4 with: - repository: Samsung/CredData + repository: babenek/CredData + ref: auxiliary - name: Markup hashing run: | @@ -169,7 +171,8 @@ jobs: - name: Checkout CredData uses: actions/checkout@v4 with: - repository: Samsung/CredData + repository: babenek/CredData + ref: auxiliary - name: Markup hashing run: | @@ -351,7 +354,8 @@ jobs: - name: Checkout CredData uses: actions/checkout@v4 with: - repository: Samsung/CredData + repository: babenek/CredData + ref: auxiliary - name: Markup hashing run: | diff --git a/cicd/benchmark.txt b/cicd/benchmark.txt index 4c80a3fb6..c93bd9935 100644 --- a/cicd/benchmark.txt +++ b/cicd/benchmark.txt @@ -1,14 +1,14 @@ -META MD5 59c815aa130ca7e038434f9ccb941d7c -DATA MD5 9d2273d7f0bb4aee72a768908cc5f4f6 +META MD5 47e9f11b2871949a8624ebaa3652666b +DATA MD5 edca64036d480f23e368ea8d03f9a06e DATA: 16345157 interested lines. MARKUP: 62634 items FileType FileNumber ValidLines Positives Negatives Templates --------------- ------------ ------------ ----------- ----------- ----------- - 194 28318 66 427 87 + 194 28318 66 413 85 .1 2 641 2 5 .admx 1 26 1 .adoc 1 158 13 6 1 .api 2 118 4 -.asciidoc 96 14471 51 348 27 +.asciidoc 96 14471 50 347 27 .axaml 5 286 5 .backup 1 62 2 1 .bash 2 2158 2 1 @@ -16,28 +16,28 @@ FileType FileNumber ValidLines Positives Negatives Templat .bats 15 2804 14 50 9 .bazel 3 424 8 .build 2 40 3 -.bundle 4 1512 570 +.bundle 4 1512 442 .bzl 3 2503 11 -.c 179 284009 9 943 5 -.cc 29 30562 622 1 +.c 179 284009 8 935 5 +.cc 29 30562 617 1 .cf 3 126 2 1 .cfg 1 385 1 1 .cjs 1 725 3 6 .clj 2 133 2 -.cljc 5 2421 12 +.cljc 5 2421 11 .cls 1 657 1 .cmd 4 401 2 3 -.cnf 8 858 18 45 18 +.cnf 8 858 16 35 18 .coffee 1 585 2 -.conf 60 4945 53 72 53 -.config 20 492 16 33 1 +.conf 60 4945 53 67 53 +.config 20 492 16 28 1 .cpp 15 5688 2 61 .creds 1 10 1 1 .crlf 1 27 1 -.crt 2 4979 253 -.cs 268 79532 158 910 94 +.crt 2 4979 211 +.cs 268 79532 158 877 94 .cshtml 5 180 12 -.csp 3 379 11 +.csp 3 379 9 .csproj 1 14 1 .css 6 13564 10 .csv 1 109 78 @@ -53,216 +53,219 @@ FileType FileNumber ValidLines Positives Negatives Templat .ejs 1 13 1 .env 10 136 11 3 17 .erb 13 323 27 -.erl 4 96 8 -.ex 25 4968 5 105 5 -.example 17 1838 76 38 54 -.exs 24 4842 8 190 4 +.erl 4 96 7 +.ex 25 4968 5 102 5 +.example 17 1838 74 38 54 +.exs 24 4842 8 187 4 .ext 5 211 1 4 2 .fsproj 1 75 1 1 .g4 2 201 2 .gd 1 37 1 -.gml 3 3075 26 -.gni 3 5017 18 -.go 1080 566476 689 4339 737 -.golden 5 1168 1 14 29 -.gradle 45 3265 4 91 100 +.gml 3 3075 16 +.gni 3 5017 17 +.go 1080 566476 693 4077 736 +.golden 5 1168 1 13 29 +.gradle 45 3265 4 90 100 .graphql 7 420 13 .graphqls 1 30 1 .groovy 22 4986 24 215 1 .h 9 1958 36 .haml 9 191 16 .hbs 2 54 3 -.hs 14 4140 31 72 5 -.html 53 15327 22 115 18 +.hs 14 4140 30 62 5 +.html 53 15327 22 110 18 .idl 2 777 1 4 -.iml 6 699 36 -.in 6 2130 3 78 12 +.iml 6 699 30 +.in 6 2130 7 52 12 .inc 2 56 2 1 .ini 11 1437 25 12 18 .ipynb 1 134 5 .j 1 241 2 2 -.j2 30 5530 6 213 10 -.java 621 134132 362 1359 170 -.jenkinsfile 1 58 2 7 +.j2 30 5530 6 177 10 +.java 621 134132 360 1340 170 +.jenkinsfile 1 58 2 6 .jinja2 1 64 2 -.js 659 536413 536 2638 330 -.json 850 13046270 1074 10783 140 -.jsp 13 3202 1 42 +.js 659 536413 535 2464 330 +.json 850 13046270 1070 10470 140 +.jsp 13 3202 1 37 .jsx 7 857 19 .jwt 1 1 2 .key 83 2737 70 14 -.kt 123 20774 67 384 3 +.kt 123 20774 67 378 3 .l 1 982 1 -.las 1 6656 46 +.las 1 6656 35 .lasso 1 230 6 .lasso9 1 164 5 .ldif 2 286 20 .ldiff 1 20 1 -.ldml 1 6656 46 +.ldml 1 6656 35 .leex 1 9 2 .less 4 3023 12 .libsonnet 2 210 1 11 .list 2 15 2 .lkml 1 43 1 -.lock 24 160912 144 +.lock 24 160912 142 .log 2 199 38 52 .lua 10 1924 37 3 -.m 16 13358 11 154 3 +.m 16 13358 11 150 3 .manifest 3 102 9 3 .markdown 3 139 3 1 .markerb 3 12 3 .marko 1 21 2 -.md 674 149399 719 2402 635 +.md 674 149399 708 2318 634 .mdx 3 549 7 .mjml 1 18 1 -.mjs 22 4424 78 343 -.mk 1 5878 16 -.ml 1 1856 24 +.mjs 22 4424 76 343 +.mk 1 5878 13 +.ml 1 1856 16 .mlir 2 1596 19 .mod 2 96 4 .moo 1 1404 26 .mqh 1 1023 2 .msg 1 26644 1 1 .mysql 1 36 2 -.ndjson 2 5006 71 265 2 +.ndjson 2 5006 69 243 2 .nix 4 211 12 .nolint 1 2 1 -.odd 1 1281 57 +.odd 1 1281 43 .oracle 1 9 1 .p8 4 64 4 .pan 2 48 4 .patch 4 109405 4 27 .pbxproj 1 941 1 .pem 48 1169 47 8 -.php 371 75710 131 1769 80 -.pl 16 14727 6 47 +.php 371 75710 128 1629 79 +.pl 16 14727 6 41 .pm 3 744 8 .po 3 2994 15 -.pod 9 1859 2 24 +.pod 9 1859 1 21 .pony 1 83 4 -.postinst 2 354 4 16 -.pp 10 563 21 -.ppk 1 45 37 +.postinst 2 354 4 15 +.pp 10 563 16 +.ppk 1 45 36 .private 1 15 1 .proj 1 85 3 -.properties 48 1621 53 28 33 -.proto 5 5768 2 58 -.ps1 16 8509 15 67 2 +.properties 48 1621 52 27 33 +.proto 5 5768 2 52 +.ps1 16 8509 15 64 2 .ps1xml 1 5022 1 .pug 2 193 2 .purs 1 69 4 .pxd 1 150 5 2 -.py 890 291553 680 3463 729 +.py 890 291553 674 3315 727 .pyi 4 1361 9 .pyp 1 167 1 .pyx 2 1094 23 .r 4 62 6 3 1 .rake 2 51 2 -.rb 860 131838 259 3451 612 +.rb 860 131838 258 3307 612 .re 1 31 1 .red 1 159 1 .release 1 13 4 .response 1 26 2 .resx 11 3519 155 -.rexx 1 92 4 +.rexx 1 92 3 .rnh 1 1354 3 2 .rno 1 7229 2 -.rrc 39 1404 514 -.rs 31 9855 2 238 11 +.rrc 39 1404 283 +.rs 31 9855 2 230 11 .rsc 1 691 1 .rsp 16 7101 19 10 28 -.rst 86 33980 70 357 68 +.rst 86 33980 70 320 68 .rules 1 6 2 .sample 2 25 3 4 4 .sbt 3 570 6 2 -.scala 40 5071 22 102 +.scala 40 5071 22 101 .scss 16 8553 32 1 .secrets 1 11 1 -.sh 143 21525 51 474 30 +.sh 143 21525 51 466 30 .slim 1 153 2 2 .smali 1 775 12 .snap 3 1708 9 30 2 .spec 2 332 2 .spin 1 565 1 -.sql 27 6606 126 62 4 -.storyboard 20 1802 401 -.strings 20 1240 184 +.sql 27 6606 126 56 4 +.storyboard 20 1802 339 +.strings 20 1240 137 .stub 3 84 6 .sublime-keymap 1 3 1 .sum 37 22854 283 .svg 1 638 12 -.t 9 1767 28 56 14 +.t 9 1767 26 45 14 .td 2 14002 6 -.template 19 1633 4 42 11 +.template 19 1633 4 35 11 .test 2 24 25 4 .testsettings 1 21 1 5 -.tf 21 1377 3 32 2 +.tf 21 1377 3 31 2 .tfstate 4 307 22 11 4 -.tfvars 1 31 3 3 -.tl 2 2161 165 2 +.tfvars 1 31 3 2 +.tl 2 2161 155 2 .tmpl 5 336 3 9 .token 1 1 3 -.toml 83 2379 54 73 172 +.toml 83 2379 53 72 172 .tpl 1 43 1 .travis 1 34 4 3 1 -.ts 583 106730 159 1936 203 -.tsx 54 7914 1 124 5 +.ts 583 106730 159 1773 201 +.tsx 54 7914 1 114 5 .ttar 1 452 1 -.txt 440 78102 1861 14251 50 +.txt 440 78102 5156 6115 50 .utf8 1 77 2 .vsixmanifest 1 36 1 .vsmdi 1 6 2 -.vue 50 8736 1 183 1 -.xaml 21 8103 175 +.vue 50 8736 1 154 1 +.xaml 21 8103 153 .xcscheme 1 109 6 -.xib 11 503 174 +.xib 11 503 164 .xml 9 689 9 .xsl 1 311 1 -.yaml 137 19004 128 356 44 -.yml 418 36162 549 913 384 +.yaml 137 19004 123 342 44 +.yml 418 36162 545 887 380 .zsh 6 872 12 .zsh-theme 1 97 1 -TOTAL: 10259 16345157 8754 59758 5151 -credsweeper result_cnt : 7751, lost_cnt : 0, true_cnt : 7529, false_cnt : 222 -Rules Positives Negatives Templates Reported TP FP TN FN FPR FNR ACC PRC RCL F1 ------------------------------- ----------- ----------- ----------- ---------- ---- ---- ----- ---- -------- -------- -------- -------- -------- -------- -API 128 3131 185 113 111 2 3314 17 0.000603 0.132812 0.994483 0.982301 0.867188 0.921162 -AWS Client ID 167 18 0 160 160 0 18 7 0.000000 0.041916 0.962162 1.000000 0.958084 0.978593 -AWS Multi 75 14 0 87 75 11 3 0 0.785714 0.000000 0.876404 0.872093 1.000000 0.931677 -AWS S3 Bucket 66 24 0 91 65 24 0 1 1.000000 0.015152 0.722222 0.730337 0.984848 0.838710 -Atlassian Old PAT token 27 208 3 12 3 8 203 24 0.037915 0.888889 0.865546 0.272727 0.111111 0.157895 -Auth 412 2725 76 378 359 19 2782 53 0.006783 0.128641 0.977591 0.949735 0.871359 0.908861 -Azure Access Token 19 0 0 12 12 0 0 7 0.368421 0.631579 1.000000 0.631579 0.774194 -BASE64 Private Key 7 2 0 7 7 0 2 0 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000 -BASE64 encoded PEM Private Key 7 0 0 5 5 0 0 2 0.285714 0.714286 1.000000 0.714286 0.833333 -Bitbucket Client ID 142 1808 9 48 28 19 1798 114 0.010457 0.802817 0.932108 0.595745 0.197183 0.296296 -Bitbucket Client Secret 230 527 10 40 29 11 526 201 0.020484 0.873913 0.723598 0.725000 0.126087 0.214815 -Certificate 25 467 1 27 20 7 461 5 0.014957 0.200000 0.975659 0.740741 0.800000 0.769231 -Credential 94 154 74 92 92 0 228 2 0.000000 0.021277 0.993789 1.000000 0.978723 0.989247 -Docker Swarm Token 2 0 0 1 1 0 0 1 0.500000 0.500000 1.000000 0.500000 0.666667 -Dropbox App secret 64 114 0 46 35 10 104 29 0.087719 0.453125 0.780899 0.777778 0.546875 0.642202 -Facebook Access Token 0 1 0 0 0 1 0 0.000000 1.000000 -Firebase Domain 6 1 0 7 6 1 0 0 1.000000 0.000000 0.857143 0.857143 1.000000 0.923077 -Github Old Token 1 0 0 1 1 0 0 0 0.000000 1.000000 1.000000 1.000000 1.000000 -Gitlab Feed Token 189 450 87 56 44 11 526 145 0.020484 0.767196 0.785124 0.800000 0.232804 0.360656 -Gitlab Incoming Email Token 37 4 0 21 19 2 2 18 0.500000 0.486486 0.512195 0.904762 0.513514 0.655172 -Google API Key 12 0 0 12 12 0 0 0 0.000000 1.000000 1.000000 1.000000 1.000000 -Google Multi 10 2 0 11 10 1 1 0 0.500000 0.000000 0.916667 0.909091 1.000000 0.952381 -Google OAuth Access Token 3 0 0 3 3 0 0 0 0.000000 1.000000 1.000000 1.000000 1.000000 -Grafana Provisioned API Key 22 1 0 5 5 0 1 17 0.000000 0.772727 0.260870 1.000000 0.227273 0.370370 -JSON Web Token 170 61 0 131 131 0 61 39 0.000000 0.229412 0.831169 1.000000 0.770588 0.870432 -Jira / Confluence PAT token 0 4 0 0 0 4 0 0.000000 1.000000 -Jira 2FA 15 6 0 12 12 0 6 3 0.000000 0.200000 0.857143 1.000000 0.800000 0.888889 -Key 537 8460 464 469 462 7 8917 75 0.000784 0.139665 0.991333 0.985075 0.860335 0.918489 -Nonce 91 49 0 83 81 2 47 10 0.040816 0.109890 0.914286 0.975904 0.890110 0.931034 -PEM Private Key 1019 1483 0 1023 1019 4 1479 0 0.002697 0.000000 0.998401 0.996090 1.000000 0.998041 -Password 1844 7504 2709 1726 1657 69 10144 187 0.006756 0.101410 0.978768 0.960023 0.898590 0.928291 -Salt 45 74 2 42 41 1 75 4 0.013158 0.088889 0.958678 0.976190 0.911111 0.942529 -Secret 1357 28357 867 1236 1230 6 29218 127 0.000205 0.093589 0.995651 0.995146 0.906411 0.948708 -Seed 1 6 0 0 0 6 1 0.000000 1.000000 0.857143 0.000000 -Slack Token 4 1 0 4 4 0 1 0 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000 -Token 648 3953 437 540 534 6 4384 114 0.001367 0.175926 0.976181 0.988889 0.824074 0.898990 -Twilio API Key 0 5 2 0 0 7 0 0.000000 1.000000 -URL Credentials 209 143 225 196 196 0 368 13 0.000000 0.062201 0.977470 1.000000 0.937799 0.967901 -UUID 1069 1 0 1061 1060 1 0 9 1.000000 0.008419 0.990654 0.999057 0.991581 0.995305 - 8754 59758 5151 7758 7529 222 59536 1225 0.003715 0.139936 0.978880 0.971359 0.860064 0.912330 +TOTAL: 10259 16345157 12004 49163 5137 +NOT FOUND WITH KEY: 1381100,41240813,GitHub,b356a0cd,data/b356a0cd/src/41240813.go,434,434,F,F,18,37,F,F,,,,,0.0,0,F,F,F,Key +NOT FOUND WITH KEY: 1381101,41240813,GitHub,b356a0cd,data/b356a0cd/src/41240813.go,435,435,F,F,18,37,F,F,,,,,0.0,0,F,F,F,Key +credsweeper result_cnt : 11103, lost_cnt : 2, true_cnt : 10936, false_cnt : 165 +Rules Positives Negatives Templates Reported TP FP TN FN FPR FNR ACC PRC RCL F1 +------------------------------ ----------- ----------- ----------- ---------- ----- ---- ----- ---- -------- -------- -------- -------- -------- -------- +API 128 3131 185 117 115 2 3314 13 0.000603 0.101562 0.995645 0.982906 0.898438 0.938776 +AWS Client ID 167 18 0 160 160 0 18 7 0.000000 0.041916 0.962162 1.000000 0.958084 0.978593 +AWS Multi 75 14 0 87 75 11 3 0 0.785714 0.000000 0.876404 0.872093 1.000000 0.931677 +AWS S3 Bucket 66 24 0 91 65 24 0 1 1.000000 0.015152 0.722222 0.730337 0.984848 0.838710 +Atlassian Old PAT token 27 208 3 12 3 8 203 24 0.037915 0.888889 0.865546 0.272727 0.111111 0.157895 +Auth 412 2725 76 387 379 8 2793 33 0.002856 0.080097 0.987239 0.979328 0.919903 0.948686 +Azure Access Token 19 0 0 12 12 0 0 7 0.368421 0.631579 1.000000 0.631579 0.774194 +BASE64 Private Key 7 2 0 7 7 0 2 0 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000 +BASE64 encoded PEM Private Key 7 0 0 5 5 0 0 2 0.285714 0.714286 1.000000 0.714286 0.833333 +Bitbucket Client ID 142 1808 9 48 28 19 1798 114 0.010457 0.802817 0.932108 0.595745 0.197183 0.296296 +Bitbucket Client Secret 230 527 10 40 29 11 526 201 0.020484 0.873913 0.723598 0.725000 0.126087 0.214815 +Certificate 23 469 1 19 19 0 470 4 0.000000 0.173913 0.991886 1.000000 0.826087 0.904762 +Credential 94 165 74 93 93 0 239 1 0.000000 0.010638 0.996997 1.000000 0.989362 0.994652 +Docker Swarm Token 2 0 0 1 1 0 0 1 0.500000 0.500000 1.000000 0.500000 0.666667 +Dropbox App secret 64 114 0 46 35 10 104 29 0.087719 0.453125 0.780899 0.777778 0.546875 0.642202 +Facebook Access Token 0 1 0 0 0 1 0 0.000000 1.000000 +Firebase Domain 6 1 0 7 6 1 0 0 1.000000 0.000000 0.857143 0.857143 1.000000 0.923077 +Github Old Token 1 0 0 1 1 0 0 0 0.000000 1.000000 1.000000 1.000000 1.000000 +Gitlab Feed Token 189 450 87 56 44 11 526 145 0.020484 0.767196 0.785124 0.800000 0.232804 0.360656 +Gitlab Incoming Email Token 37 4 0 21 19 2 2 18 0.500000 0.486486 0.512195 0.904762 0.513514 0.655172 +Google API Key 12 0 0 12 12 0 0 0 0.000000 1.000000 1.000000 1.000000 1.000000 +Google Multi 10 2 0 11 10 1 1 0 0.500000 0.000000 0.916667 0.909091 1.000000 0.952381 +Google OAuth Access Token 3 0 0 3 3 0 0 0 0.000000 1.000000 1.000000 1.000000 1.000000 +Grafana Provisioned API Key 22 1 0 5 5 0 1 17 0.000000 0.772727 0.260870 1.000000 0.227273 0.370370 +JSON Web Token 170 61 0 131 131 0 61 39 0.000000 0.229412 0.831169 1.000000 0.770588 0.870432 +Jira / Confluence PAT token 0 4 0 0 0 4 0 0.000000 1.000000 +Jira 2FA 15 6 0 12 12 0 6 3 0.000000 0.200000 0.857143 1.000000 0.800000 0.888889 +Key 3847 5260 463 3748 3735 11 5712 112 0.001922 0.029114 0.987147 0.997064 0.970886 0.983801 +Nonce 91 49 0 88 88 0 49 3 0.000000 0.032967 0.978571 1.000000 0.967033 0.983240 +Other 0 8254 1 0 0 8255 0 0.000000 1.000000 +PEM Private Key 1019 1483 0 1023 1019 4 1479 0 0.002697 0.000000 0.998401 0.996090 1.000000 0.998041 +Password 1844 7505 2709 1723 1686 37 10177 158 0.003622 0.085683 0.983828 0.978526 0.914317 0.945332 +Salt 45 74 2 40 40 0 76 5 0.000000 0.111111 0.958678 1.000000 0.888889 0.941176 +Secret 1299 12694 853 1238 1237 1 13546 62 0.000074 0.047729 0.995756 0.999192 0.952271 0.975168 +Seed 1 6 0 0 0 6 1 0.000000 1.000000 0.857143 0.000000 +Slack Token 4 1 0 4 4 0 1 0 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000 +Token 648 3953 437 601 598 3 4387 50 0.000683 0.077160 0.989480 0.995008 0.922840 0.957566 +Twilio API Key 0 5 2 0 0 7 0 0.000000 1.000000 +URL Credentials 209 143 225 200 200 0 368 9 0.000000 0.043062 0.984402 1.000000 0.956938 0.977995 +UUID 1069 1 0 1061 1060 1 0 9 1.000000 0.008419 0.990654 0.999057 0.991581 0.995305 + 12004 49163 5137 11110 10936 165 48998 1068 0.003356 0.088970 0.979842 0.985136 0.911030 0.946635 \ No newline at end of file diff --git a/credsweeper/filters/value_string_type_check.py b/credsweeper/filters/value_string_type_check.py index b573fa47f..a2d8d0bfc 100644 --- a/credsweeper/filters/value_string_type_check.py +++ b/credsweeper/filters/value_string_type_check.py @@ -41,7 +41,7 @@ def run(self, line_data: LineData, target: AnalysisTarget) -> bool: not_comment = not line_data.is_comment() if line_data.is_source_file_with_quotes() and not_comment and not_quoted and not line_data.is_quoted \ - and '=' in line_data.separator: + and line_data.separator and '=' in line_data.separator: # heterogeneous code e.g. YAML in Python uses colon sign instead equals return True From 7750d43b6cf26b0f1bf3d6b3ea849f9d5f005285 Mon Sep 17 00:00:00 2001 From: Roman Babenko Date: Fri, 16 Aug 2024 13:04:45 +0300 Subject: [PATCH 02/13] upd --- cicd/benchmark.txt | 206 ++++++++++++++++++++++----------------------- 1 file changed, 102 insertions(+), 104 deletions(-) diff --git a/cicd/benchmark.txt b/cicd/benchmark.txt index c93bd9935..8f3d489e9 100644 --- a/cicd/benchmark.txt +++ b/cicd/benchmark.txt @@ -1,9 +1,9 @@ -META MD5 47e9f11b2871949a8624ebaa3652666b -DATA MD5 edca64036d480f23e368ea8d03f9a06e +META MD5 877d5780a3115b42628c7fe43c869801 +DATA MD5 b3a2698b63448efee7ab94ffd4d11814 DATA: 16345157 interested lines. MARKUP: 62634 items FileType FileNumber ValidLines Positives Negatives Templates --------------- ------------ ------------ ----------- ----------- ----------- - 194 28318 66 413 85 + 194 28318 66 414 85 .1 2 641 2 5 .admx 1 26 1 .adoc 1 158 13 6 1 @@ -13,29 +13,29 @@ FileType FileNumber ValidLines Positives Negatives Templat .backup 1 62 2 1 .bash 2 2158 2 1 .bat 4 233 14 2 -.bats 15 2804 14 50 9 +.bats 15 2804 14 49 9 .bazel 3 424 8 .build 2 40 3 -.bundle 4 1512 442 +.bundle 4 1512 580 .bzl 3 2503 11 -.c 179 284009 8 935 5 +.c 179 284009 8 942 5 .cc 29 30562 617 1 .cf 3 126 2 1 .cfg 1 385 1 1 .cjs 1 725 3 6 -.clj 2 133 2 +.clj 2 133 3 .cljc 5 2421 11 .cls 1 657 1 .cmd 4 401 2 3 -.cnf 8 858 16 35 18 +.cnf 8 858 15 34 18 .coffee 1 585 2 .conf 60 4945 53 67 53 -.config 20 492 16 28 1 +.config 20 492 16 38 1 .cpp 15 5688 2 61 .creds 1 10 1 1 .crlf 1 27 1 .crt 2 4979 211 -.cs 268 79532 158 877 94 +.cs 268 79532 158 894 94 .cshtml 5 180 12 .csp 3 379 9 .csproj 1 14 1 @@ -54,47 +54,47 @@ FileType FileNumber ValidLines Positives Negatives Templat .env 10 136 11 3 17 .erb 13 323 27 .erl 4 96 7 -.ex 25 4968 5 102 5 +.ex 25 4968 5 98 5 .example 17 1838 74 38 54 .exs 24 4842 8 187 4 .ext 5 211 1 4 2 -.fsproj 1 75 1 1 +.fsproj 1 75 1 2 .g4 2 201 2 .gd 1 37 1 .gml 3 3075 16 -.gni 3 5017 17 -.go 1080 566476 693 4077 736 +.gni 3 5017 19 +.go 1080 566476 693 4114 739 .golden 5 1168 1 13 29 .gradle 45 3265 4 90 100 .graphql 7 420 13 .graphqls 1 30 1 .groovy 22 4986 24 215 1 .h 9 1958 36 -.haml 9 191 16 +.haml 9 191 17 .hbs 2 54 3 -.hs 14 4140 30 62 5 +.hs 14 4140 30 61 5 .html 53 15327 22 110 18 .idl 2 777 1 4 .iml 6 699 30 -.in 6 2130 7 52 12 +.in 6 2130 6 43 10 .inc 2 56 2 1 .ini 11 1437 25 12 18 .ipynb 1 134 5 .j 1 241 2 2 -.j2 30 5530 6 177 10 -.java 621 134132 360 1340 170 +.j2 30 5530 6 186 10 +.java 621 134132 360 1366 171 .jenkinsfile 1 58 2 6 .jinja2 1 64 2 -.js 659 536413 535 2464 330 -.json 850 13046270 1070 10470 140 -.jsp 13 3202 1 37 +.js 659 536413 535 2489 330 +.json 850 13046270 1070 10897 140 +.jsp 13 3202 1 40 .jsx 7 857 19 .jwt 1 1 2 .key 83 2737 70 14 -.kt 123 20774 67 378 3 +.kt 123 20774 67 379 3 .l 1 982 1 .las 1 6656 35 -.lasso 1 230 6 +.lasso 1 230 7 .lasso9 1 164 5 .ldif 2 286 20 .ldiff 1 20 1 @@ -107,15 +107,15 @@ FileType FileNumber ValidLines Positives Negatives Templat .lock 24 160912 142 .log 2 199 38 52 .lua 10 1924 37 3 -.m 16 13358 11 150 3 -.manifest 3 102 9 3 +.m 16 13358 11 158 3 +.manifest 3 102 9 6 .markdown 3 139 3 1 .markerb 3 12 3 .marko 1 21 2 -.md 674 149399 708 2318 634 +.md 674 149399 710 2336 624 .mdx 3 549 7 .mjml 1 18 1 -.mjs 22 4424 76 343 +.mjs 22 4424 76 340 .mk 1 5878 13 .ml 1 1856 16 .mlir 2 1596 19 @@ -124,7 +124,7 @@ FileType FileNumber ValidLines Positives Negatives Templat .mqh 1 1023 2 .msg 1 26644 1 1 .mysql 1 36 2 -.ndjson 2 5006 69 243 2 +.ndjson 2 5006 69 237 2 .nix 4 211 12 .nolint 1 2 1 .odd 1 1281 43 @@ -132,140 +132,138 @@ FileType FileNumber ValidLines Positives Negatives Templat .p8 4 64 4 .pan 2 48 4 .patch 4 109405 4 27 -.pbxproj 1 941 1 +.pbxproj 1 941 2 .pem 48 1169 47 8 -.php 371 75710 128 1629 79 -.pl 16 14727 6 41 -.pm 3 744 8 +.php 371 75710 128 1619 79 +.pl 16 14727 6 34 +.pm 3 744 7 .po 3 2994 15 -.pod 9 1859 1 21 +.pod 9 1859 1 23 .pony 1 83 4 .postinst 2 354 4 15 .pp 10 563 16 .ppk 1 45 36 .private 1 15 1 -.proj 1 85 3 +.proj 1 85 5 .properties 48 1621 52 27 33 -.proto 5 5768 2 52 +.proto 5 5768 2 49 .ps1 16 8509 15 64 2 .ps1xml 1 5022 1 .pug 2 193 2 .purs 1 69 4 .pxd 1 150 5 2 -.py 890 291553 674 3315 727 +.py 890 291553 674 3290 728 .pyi 4 1361 9 .pyp 1 167 1 .pyx 2 1094 23 .r 4 62 6 3 1 .rake 2 51 2 -.rb 860 131838 258 3307 612 +.rb 860 131838 258 3311 613 .re 1 31 1 .red 1 159 1 .release 1 13 4 .response 1 26 2 -.resx 11 3519 155 +.resx 11 3519 310 .rexx 1 92 3 .rnh 1 1354 3 2 .rno 1 7229 2 -.rrc 39 1404 283 -.rs 31 9855 2 230 11 +.rrc 39 1404 281 +.rs 31 9855 2 233 11 .rsc 1 691 1 .rsp 16 7101 19 10 28 -.rst 86 33980 70 320 68 +.rst 86 33980 70 321 68 .rules 1 6 2 .sample 2 25 3 4 4 -.sbt 3 570 6 2 +.sbt 3 570 5 2 .scala 40 5071 22 101 .scss 16 8553 32 1 .secrets 1 11 1 .sh 143 21525 51 466 30 -.slim 1 153 2 2 -.smali 1 775 12 +.slim 1 153 1 2 +.smali 1 775 18 .snap 3 1708 9 30 2 .spec 2 332 2 .spin 1 565 1 .sql 27 6606 126 56 4 -.storyboard 20 1802 339 +.storyboard 20 1802 341 .strings 20 1240 137 .stub 3 84 6 .sublime-keymap 1 3 1 .sum 37 22854 283 .svg 1 638 12 -.t 9 1767 26 45 14 +.t 9 1767 24 43 14 .td 2 14002 6 .template 19 1633 4 35 11 .test 2 24 25 4 -.testsettings 1 21 1 5 -.tf 21 1377 3 31 2 +.testsettings 1 21 1 10 +.tf 21 1377 3 29 2 .tfstate 4 307 22 11 4 .tfvars 1 31 3 2 -.tl 2 2161 155 2 +.tl 2 2161 161 2 .tmpl 5 336 3 9 .token 1 1 3 -.toml 83 2379 53 72 172 +.toml 83 2379 53 105 156 .tpl 1 43 1 .travis 1 34 4 3 1 -.ts 583 106730 159 1773 201 +.ts 583 106730 159 1800 201 .tsx 54 7914 1 114 5 .ttar 1 452 1 -.txt 440 78102 5156 6115 50 +.txt 440 78102 5301 6341 49 .utf8 1 77 2 .vsixmanifest 1 36 1 .vsmdi 1 6 2 .vue 50 8736 1 154 1 -.xaml 21 8103 153 +.xaml 21 8103 162 .xcscheme 1 109 6 -.xib 11 503 164 +.xib 11 503 169 .xml 9 689 9 .xsl 1 311 1 -.yaml 137 19004 123 342 44 -.yml 418 36162 545 887 380 +.yaml 137 19004 123 345 44 +.yml 418 36162 545 892 380 .zsh 6 872 12 .zsh-theme 1 97 1 -TOTAL: 10259 16345157 12004 49163 5137 -NOT FOUND WITH KEY: 1381100,41240813,GitHub,b356a0cd,data/b356a0cd/src/41240813.go,434,434,F,F,18,37,F,F,,,,,0.0,0,F,F,F,Key -NOT FOUND WITH KEY: 1381101,41240813,GitHub,b356a0cd,data/b356a0cd/src/41240813.go,435,435,F,F,18,37,F,F,,,,,0.0,0,F,F,F,Key -credsweeper result_cnt : 11103, lost_cnt : 2, true_cnt : 10936, false_cnt : 165 -Rules Positives Negatives Templates Reported TP FP TN FN FPR FNR ACC PRC RCL F1 ------------------------------- ----------- ----------- ----------- ---------- ----- ---- ----- ---- -------- -------- -------- -------- -------- -------- -API 128 3131 185 117 115 2 3314 13 0.000603 0.101562 0.995645 0.982906 0.898438 0.938776 -AWS Client ID 167 18 0 160 160 0 18 7 0.000000 0.041916 0.962162 1.000000 0.958084 0.978593 -AWS Multi 75 14 0 87 75 11 3 0 0.785714 0.000000 0.876404 0.872093 1.000000 0.931677 -AWS S3 Bucket 66 24 0 91 65 24 0 1 1.000000 0.015152 0.722222 0.730337 0.984848 0.838710 -Atlassian Old PAT token 27 208 3 12 3 8 203 24 0.037915 0.888889 0.865546 0.272727 0.111111 0.157895 -Auth 412 2725 76 387 379 8 2793 33 0.002856 0.080097 0.987239 0.979328 0.919903 0.948686 -Azure Access Token 19 0 0 12 12 0 0 7 0.368421 0.631579 1.000000 0.631579 0.774194 -BASE64 Private Key 7 2 0 7 7 0 2 0 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000 -BASE64 encoded PEM Private Key 7 0 0 5 5 0 0 2 0.285714 0.714286 1.000000 0.714286 0.833333 -Bitbucket Client ID 142 1808 9 48 28 19 1798 114 0.010457 0.802817 0.932108 0.595745 0.197183 0.296296 -Bitbucket Client Secret 230 527 10 40 29 11 526 201 0.020484 0.873913 0.723598 0.725000 0.126087 0.214815 -Certificate 23 469 1 19 19 0 470 4 0.000000 0.173913 0.991886 1.000000 0.826087 0.904762 -Credential 94 165 74 93 93 0 239 1 0.000000 0.010638 0.996997 1.000000 0.989362 0.994652 -Docker Swarm Token 2 0 0 1 1 0 0 1 0.500000 0.500000 1.000000 0.500000 0.666667 -Dropbox App secret 64 114 0 46 35 10 104 29 0.087719 0.453125 0.780899 0.777778 0.546875 0.642202 -Facebook Access Token 0 1 0 0 0 1 0 0.000000 1.000000 -Firebase Domain 6 1 0 7 6 1 0 0 1.000000 0.000000 0.857143 0.857143 1.000000 0.923077 -Github Old Token 1 0 0 1 1 0 0 0 0.000000 1.000000 1.000000 1.000000 1.000000 -Gitlab Feed Token 189 450 87 56 44 11 526 145 0.020484 0.767196 0.785124 0.800000 0.232804 0.360656 -Gitlab Incoming Email Token 37 4 0 21 19 2 2 18 0.500000 0.486486 0.512195 0.904762 0.513514 0.655172 -Google API Key 12 0 0 12 12 0 0 0 0.000000 1.000000 1.000000 1.000000 1.000000 -Google Multi 10 2 0 11 10 1 1 0 0.500000 0.000000 0.916667 0.909091 1.000000 0.952381 -Google OAuth Access Token 3 0 0 3 3 0 0 0 0.000000 1.000000 1.000000 1.000000 1.000000 -Grafana Provisioned API Key 22 1 0 5 5 0 1 17 0.000000 0.772727 0.260870 1.000000 0.227273 0.370370 -JSON Web Token 170 61 0 131 131 0 61 39 0.000000 0.229412 0.831169 1.000000 0.770588 0.870432 -Jira / Confluence PAT token 0 4 0 0 0 4 0 0.000000 1.000000 -Jira 2FA 15 6 0 12 12 0 6 3 0.000000 0.200000 0.857143 1.000000 0.800000 0.888889 -Key 3847 5260 463 3748 3735 11 5712 112 0.001922 0.029114 0.987147 0.997064 0.970886 0.983801 -Nonce 91 49 0 88 88 0 49 3 0.000000 0.032967 0.978571 1.000000 0.967033 0.983240 -Other 0 8254 1 0 0 8255 0 0.000000 1.000000 -PEM Private Key 1019 1483 0 1023 1019 4 1479 0 0.002697 0.000000 0.998401 0.996090 1.000000 0.998041 -Password 1844 7505 2709 1723 1686 37 10177 158 0.003622 0.085683 0.983828 0.978526 0.914317 0.945332 -Salt 45 74 2 40 40 0 76 5 0.000000 0.111111 0.958678 1.000000 0.888889 0.941176 -Secret 1299 12694 853 1238 1237 1 13546 62 0.000074 0.047729 0.995756 0.999192 0.952271 0.975168 -Seed 1 6 0 0 0 6 1 0.000000 1.000000 0.857143 0.000000 -Slack Token 4 1 0 4 4 0 1 0 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000 -Token 648 3953 437 601 598 3 4387 50 0.000683 0.077160 0.989480 0.995008 0.922840 0.957566 -Twilio API Key 0 5 2 0 0 7 0 0.000000 1.000000 -URL Credentials 209 143 225 200 200 0 368 9 0.000000 0.043062 0.984402 1.000000 0.956938 0.977995 -UUID 1069 1 0 1061 1060 1 0 9 1.000000 0.008419 0.990654 0.999057 0.991581 0.995305 - 12004 49163 5137 11110 10936 165 48998 1068 0.003356 0.088970 0.979842 0.985136 0.911030 0.946635 \ No newline at end of file +TOTAL: 10259 16345157 12147 50315 5114 +credsweeper result_cnt : 7753, lost_cnt : 0, true_cnt : 7531, false_cnt : 222 +Rules Positives Negatives Templates Reported TP FP TN FN FPR FNR ACC PRC RCL F1 +------------------------------ ----------- ----------- ----------- ---------- ---- ---- ----- ---- -------- -------- -------- -------- -------- -------- +API 128 3161 189 113 111 2 3348 17 0.000597 0.132812 0.994537 0.982301 0.867188 0.921162 +AWS Client ID 167 21 0 160 160 0 21 7 0.000000 0.041916 0.962766 1.000000 0.958084 0.978593 +AWS Multi 75 16 0 87 75 11 5 0 0.687500 0.000000 0.879121 0.872093 1.000000 0.931677 +AWS S3 Bucket 66 24 0 91 65 24 0 1 1.000000 0.015152 0.722222 0.730337 0.984848 0.838710 +Atlassian Old PAT token 27 308 3 12 3 8 303 24 0.025723 0.888889 0.905325 0.272727 0.111111 0.157895 +Auth 412 2726 76 378 359 19 2783 53 0.006781 0.128641 0.977598 0.949735 0.871359 0.908861 +Azure Access Token 19 0 0 12 12 0 0 7 0.368421 0.631579 1.000000 0.631579 0.774194 +BASE64 Private Key 7 4 0 7 7 0 4 0 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000 +BASE64 encoded PEM Private Key 7 0 0 5 5 0 0 2 0.285714 0.714286 1.000000 0.714286 0.833333 +Bitbucket Client ID 143 2097 9 48 28 19 2087 115 0.009022 0.804196 0.940418 0.595745 0.195804 0.294737 +Bitbucket Client Secret 301 809 10 40 29 11 808 272 0.013431 0.903654 0.747321 0.725000 0.096346 0.170088 +Certificate 23 471 1 26 18 8 464 5 0.016949 0.217391 0.973737 0.692308 0.782609 0.734694 +Credential 95 420 74 92 92 0 494 3 0.000000 0.031579 0.994907 1.000000 0.968421 0.983957 +Docker Swarm Token 2 0 0 1 1 0 0 1 0.500000 0.500000 1.000000 0.500000 0.666667 +Dropbox App secret 64 139 1 46 35 10 130 29 0.071429 0.453125 0.808824 0.777778 0.546875 0.642202 +Facebook Access Token 0 1 0 0 0 1 0 0.000000 1.000000 +Firebase Domain 6 1 0 7 6 1 0 0 1.000000 0.000000 0.857143 0.857143 1.000000 0.923077 +Github Old Token 1 0 0 1 1 0 0 0 0.000000 1.000000 1.000000 1.000000 1.000000 +Gitlab Feed Token 189 751 87 56 44 11 827 145 0.013126 0.767196 0.848101 0.800000 0.232804 0.360656 +Gitlab Incoming Email Token 37 8 0 21 19 2 6 18 0.250000 0.486486 0.555556 0.904762 0.513514 0.655172 +Google API Key 12 0 0 12 12 0 0 0 0.000000 1.000000 1.000000 1.000000 1.000000 +Google Multi 10 2 0 11 10 1 1 0 0.500000 0.000000 0.916667 0.909091 1.000000 0.952381 +Google OAuth Access Token 3 0 0 3 3 0 0 0 0.000000 1.000000 1.000000 1.000000 1.000000 +Grafana Provisioned API Key 22 1 0 5 5 0 1 17 0.000000 0.772727 0.260870 1.000000 0.227273 0.370370 +JSON Web Token 170 61 0 131 131 0 61 39 0.000000 0.229412 0.831169 1.000000 0.770588 0.870432 +Jira / Confluence PAT token 0 4 0 0 0 4 0 0.000000 1.000000 +Jira 2FA 15 6 1 12 12 0 7 3 0.000000 0.200000 0.863636 1.000000 0.800000 0.888889 +Key 3920 15689 482 472 466 6 16165 3454 0.000371 0.881122 0.827784 0.987288 0.118878 0.212204 +Nonce 91 49 0 83 81 2 47 10 0.040816 0.109890 0.914286 0.975904 0.890110 0.931034 +Other 0 8291 1 0 0 8292 0 0.000000 1.000000 +PEM Private Key 1019 1483 0 1023 1019 4 1479 0 0.002697 0.000000 0.998401 0.996090 1.000000 0.998041 +Password 1844 7524 2713 1726 1657 69 10168 187 0.006740 0.101410 0.978810 0.960023 0.898590 0.928291 +Salt 45 76 2 42 41 1 77 4 0.012821 0.088889 0.959350 0.976190 0.911111 0.942529 +Secret 1296 1574 800 1236 1230 6 2368 66 0.002527 0.050926 0.980381 0.995146 0.949074 0.971564 +Seed 1 6 0 0 0 6 1 0.000000 1.000000 0.857143 0.000000 +Slack Token 4 1 0 4 4 0 1 0 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000 +Token 648 4177 438 540 534 6 4609 114 0.001300 0.175926 0.977199 0.988889 0.824074 0.898990 +Twilio API Key 0 5 2 0 0 7 0 0.000000 1.000000 +URL Credentials 209 144 225 196 196 0 369 13 0.000000 0.062201 0.977509 1.000000 0.937799 0.967901 +UUID 1069 265 0 1061 1060 1 264 9 0.003774 0.008419 0.992504 0.999057 0.991581 0.995305 + 12147 50315 5114 7760 7531 222 50093 4616 0.004412 0.380012 0.922545 0.971366 0.619988 0.756884 From 997845a36f0d6cf07a6aeb995d63c2da1db3e158 Mon Sep 17 00:00:00 2001 From: Roman Babenko Date: Fri, 16 Aug 2024 13:58:50 +0300 Subject: [PATCH 03/13] after corrections --- cicd/benchmark.txt | 20 ++++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/cicd/benchmark.txt b/cicd/benchmark.txt index 8f3d489e9..42996aa56 100644 --- a/cicd/benchmark.txt +++ b/cicd/benchmark.txt @@ -1,6 +1,6 @@ -META MD5 877d5780a3115b42628c7fe43c869801 +META MD5 896c5c6d2831a36d2357ff4bb577f5f2 DATA MD5 b3a2698b63448efee7ab94ffd4d11814 -DATA: 16345157 interested lines. MARKUP: 62634 items +DATA: 16345157 interested lines. MARKUP: 62636 items FileType FileNumber ValidLines Positives Negatives Templates --------------- ------------ ------------ ----------- ----------- ----------- 194 28318 66 414 85 @@ -27,7 +27,7 @@ FileType FileNumber ValidLines Positives Negatives Templat .cljc 5 2421 11 .cls 1 657 1 .cmd 4 401 2 3 -.cnf 8 858 15 34 18 +.cnf 8 858 16 34 18 .coffee 1 585 2 .conf 60 4945 53 67 53 .config 20 492 16 38 1 @@ -63,7 +63,7 @@ FileType FileNumber ValidLines Positives Negatives Templat .gd 1 37 1 .gml 3 3075 16 .gni 3 5017 19 -.go 1080 566476 693 4114 739 +.go 1080 566476 693 4115 739 .golden 5 1168 1 13 29 .gradle 45 3265 4 90 100 .graphql 7 420 13 @@ -152,7 +152,7 @@ FileType FileNumber ValidLines Positives Negatives Templat .pug 2 193 2 .purs 1 69 4 .pxd 1 150 5 2 -.py 890 291553 674 3290 728 +.py 890 291553 674 3291 728 .pyi 4 1361 9 .pyp 1 167 1 .pyx 2 1094 23 @@ -222,7 +222,7 @@ FileType FileNumber ValidLines Positives Negatives Templat .yml 418 36162 545 892 380 .zsh 6 872 12 .zsh-theme 1 97 1 -TOTAL: 10259 16345157 12147 50315 5114 +TOTAL: 10259 16345157 12148 50317 5114 credsweeper result_cnt : 7753, lost_cnt : 0, true_cnt : 7531, false_cnt : 222 Rules Positives Negatives Templates Reported TP FP TN FN FPR FNR ACC PRC RCL F1 ------------------------------ ----------- ----------- ----------- ---------- ---- ---- ----- ---- -------- -------- -------- -------- -------- -------- @@ -253,17 +253,17 @@ Grafana Provisioned API Key 22 1 0 JSON Web Token 170 61 0 131 131 0 61 39 0.000000 0.229412 0.831169 1.000000 0.770588 0.870432 Jira / Confluence PAT token 0 4 0 0 0 4 0 0.000000 1.000000 Jira 2FA 15 6 1 12 12 0 7 3 0.000000 0.200000 0.863636 1.000000 0.800000 0.888889 -Key 3920 15689 482 472 466 6 16165 3454 0.000371 0.881122 0.827784 0.987288 0.118878 0.212204 +Key 3920 15690 482 472 466 6 16166 3454 0.000371 0.881122 0.827792 0.987288 0.118878 0.212204 Nonce 91 49 0 83 81 2 47 10 0.040816 0.109890 0.914286 0.975904 0.890110 0.931034 Other 0 8291 1 0 0 8292 0 0.000000 1.000000 PEM Private Key 1019 1483 0 1023 1019 4 1479 0 0.002697 0.000000 0.998401 0.996090 1.000000 0.998041 -Password 1844 7524 2713 1726 1657 69 10168 187 0.006740 0.101410 0.978810 0.960023 0.898590 0.928291 +Password 1844 7525 2713 1726 1657 69 10169 187 0.006740 0.101410 0.978811 0.960023 0.898590 0.928291 Salt 45 76 2 42 41 1 77 4 0.012821 0.088889 0.959350 0.976190 0.911111 0.942529 -Secret 1296 1574 800 1236 1230 6 2368 66 0.002527 0.050926 0.980381 0.995146 0.949074 0.971564 +Secret 1297 1574 800 1236 1230 6 2368 67 0.002527 0.051658 0.980114 0.995146 0.948342 0.971180 Seed 1 6 0 0 0 6 1 0.000000 1.000000 0.857143 0.000000 Slack Token 4 1 0 4 4 0 1 0 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000 Token 648 4177 438 540 534 6 4609 114 0.001300 0.175926 0.977199 0.988889 0.824074 0.898990 Twilio API Key 0 5 2 0 0 7 0 0.000000 1.000000 URL Credentials 209 144 225 196 196 0 369 13 0.000000 0.062201 0.977509 1.000000 0.937799 0.967901 UUID 1069 265 0 1061 1060 1 264 9 0.003774 0.008419 0.992504 0.999057 0.991581 0.995305 - 12147 50315 5114 7760 7531 222 50093 4616 0.004412 0.380012 0.922545 0.971366 0.619988 0.756884 + 12148 50317 5114 7760 7531 222 50095 4617 0.004412 0.380063 0.922533 0.971366 0.619937 0.756846 From 4096b4133f60a1c0f90a3101ceb3eda1e7d484c5 Mon Sep 17 00:00:00 2001 From: Roman Babenko Date: Sat, 17 Aug 2024 09:35:51 +0300 Subject: [PATCH 04/13] [skip actions] [auxiliary] 2024-08-17T09:35:51+03:00 --- experiment/main.py | 4 +++- experiment/src/data_loader.py | 5 +++++ experiment/src/prepare_data.py | 13 +++++++++---- 3 files changed, 17 insertions(+), 5 deletions(-) diff --git a/experiment/main.py b/experiment/main.py index c32e7e108..cee074e6c 100644 --- a/experiment/main.py +++ b/experiment/main.py @@ -59,7 +59,8 @@ def main(cred_data_location: str, jobs: int) -> str: prepare_train_data(_cred_data_location, jobs) # detected data means which data is passed to ML validator of credsweeper after filters with RuleName - detected_data = read_detected_data(f"results/detected_data.{data_checksum(cred_data_location)}.json") + cred_data_location_path = pathlib.Path(cred_data_location) / "data" + detected_data = read_detected_data(f"results/detected_data.{data_checksum(cred_data_location_path)}.json") print(f"CredSweeper detected {len(detected_data)} credentials without ML") # all markup data meta_data = read_metadata(f"{cred_data_location}/meta") @@ -125,6 +126,7 @@ def main(cred_data_location: str, jobs: int) -> str: x_test_line, x_test_variable, x_test_value, x_test_features = prepare_data(df_test) y_test = get_y_labels(df_test) print(f"Class-1 prop on test: {np.mean(y_test):.4f}") + del df_test max_epochs = 100 # ^^^ the line is patched in GitHub action to speed-up test train diff --git a/experiment/src/data_loader.py b/experiment/src/data_loader.py index f4e78744f..07514b487 100644 --- a/experiment/src/data_loader.py +++ b/experiment/src/data_loader.py @@ -215,6 +215,11 @@ def read_text(path) -> list[str]: + line[markup["ValueStart"]:markup["ValueEnd"]] \ + Style.RESET_ALL \ + line[markup["ValueEnd"]:] + elif 0 <= markup["ValueStart"] : + line = line[:markup["ValueStart"]] \ + + Fore.LIGHTGREEN_EX \ + + line[:markup["ValueStart"]] \ + + Style.RESET_ALL print(line) break read_text.cache_clear() diff --git a/experiment/src/prepare_data.py b/experiment/src/prepare_data.py index 4400bb6cb..3d2c24d02 100644 --- a/experiment/src/prepare_data.py +++ b/experiment/src/prepare_data.py @@ -19,9 +19,9 @@ def execute_scanner(dataset_location: str, result_location_str, j): sys.exit(error_code) -def data_checksum(cred_data_location: str) -> str: +def data_checksum(dir_path: Path) -> str: checksum = hashlib.md5(b'').digest() - for root, dirs, files in os.walk(Path(cred_data_location) / "data"): + for root, dirs, files in os.walk(dir_path): for file in files: with open(os.path.join(root, file), "rb") as f: cvs_checksum = hashlib.md5(f.read()).digest() @@ -38,12 +38,17 @@ def prepare_train_data(cred_data_location: str, j: int): new_rules = [x for x in rules if x.get("use_ml")] Util.yaml_dump(new_rules, "results/train_config.yaml") - detected_data_filename = f"results/detected_data.{data_checksum(cred_data_location)}.json" + meta_checksum=data_checksum(Path(cred_data_location) / "meta") + print(f"meta checksum {meta_checksum}") + + data_dir_checksum = data_checksum(Path(cred_data_location) / "data") + print(f"data checksum {data_dir_checksum}") + detected_data_filename = f"results/detected_data.{data_dir_checksum}.json" if not os.path.exists(detected_data_filename): print(f"Get CredSweeper results from {cred_data_location}. May take some time") execute_scanner(cred_data_location, detected_data_filename, j) else: - print(f"Get cached result {data_checksum(cred_data_location)}") + print(f"Get cached result {data_dir_checksum}") print("Train data prepared!") From 4062caaa1a1eaf1177f9306bb50c15a7724d0287 Mon Sep 17 00:00:00 2001 From: Roman Babenko Date: Sun, 18 Aug 2024 12:37:26 +0300 Subject: [PATCH 05/13] retrain --- credsweeper/ml_model/ml_model.onnx | Bin 5176501 -> 5136124 bytes credsweeper/ml_model/model_config.json | 10 ++-------- 2 files changed, 2 insertions(+), 8 deletions(-) diff --git a/credsweeper/ml_model/ml_model.onnx b/credsweeper/ml_model/ml_model.onnx index 76804356c9148435a8b906f24fd907e45b7da6ae..8af8686b0d7c80625222a803fe4af772e42900c8 100644 GIT binary patch literal 5136124 zcmcFq2VBqV_g7N+Qb<-tWUtaxeV>y`NK!_bktm8vG-MYV5~3k3?WKw4_c;_T746c{ zpsAr@&;K{~ckh+!-rw#2ySLYidOqLhbIy6rbI$vW=lSyT3h-F$l{jc>YAwVkE-Ee~ zx@5YvzW&msGV`(L&F{V6Ua|I=#adMixc~O%3#y z>lqu1nHVZt8%_>#q8JyUbDgXRYE zON2K4JCsF+YyHY(!6*ionZaQbMGnOwik$u&JPiLIR<~ksGVIpdbKv{sZ8X#~>tD+9 ze}Ih0uy52DT^x*mMk)cde?Tf-T}dff_6k-1DOw_2%k|7H77S-_S{$6n?a#r^W#^ZlP;#!M0a(U0n$&nI9iXN=W_qh&@YS?fQ`fXy( zKS+*k8{eo7VZ?GW{#iL0V}H@t-h;;ax(CfHbaka6M 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zz!cI*heAX_8nO9iGC7vD%F3e6f9|HdnkXz`pE;M9|e?+9epMF3@=q7#h^`V>m&DXA3>mTC3(LCII zW`w_=*H(Z3F#ibiO~K~=+vq1joBTr}%_ICbM+HZ2rr-756zb<6?7Jp%ij{@cGz&Wm zOJ7TCYs+bt-V>FF2KcXujEeC04GIa1iqzCr9ywTEbC|NS=HRH1jlRCq>@1ZB48AMx zZK13j92D|@FEdcqrk+O0aMImTiWKd{`rk3&u8k)v`TxCzMlAocdET^G9LrqzE RP0-ZPkdSRtHw9}b{4dav)CvFq diff --git a/credsweeper/ml_model/model_config.json b/credsweeper/ml_model/model_config.json index d9e214688..43ebd03de 100644 --- a/credsweeper/ml_model/model_config.json +++ b/credsweeper/ml_model/model_config.json @@ -373,12 +373,12 @@ ".cjs", ".cljc", ".cmd", + ".cmm", ".cnf", ".coffee", ".conf", ".config", ".cpp", - ".creds", ".crt", ".cs", ".csp", @@ -417,7 +417,6 @@ ".json", ".jsp", ".jsx", - ".jwt", ".kt", ".las", ".ldif", @@ -428,7 +427,6 @@ ".log", ".lua", ".m", - ".map", ".markerb", ".md", ".mdx", @@ -445,7 +443,6 @@ ".patch", ".php", ".pl", - ".pm", ".po", ".pod", ".postinst", @@ -457,7 +454,6 @@ ".purs", ".pxd", ".py", - ".pyi", ".pyx", ".r", ".rb", @@ -469,6 +465,7 @@ ".rs", ".rsp", ".rst", + ".rules", ".sample", ".sbt", ".scala", @@ -478,7 +475,6 @@ ".sql", ".storyboard", ".strings", - ".swift", ".t", ".td", ".tdf", @@ -498,7 +494,6 @@ ".vue", ".xaml", ".xib", - ".xml", ".yaml", ".yml", ".zsh", @@ -515,7 +510,6 @@ "Certificate", "Credential", "Github Old Token", - "JSON Web Token", "Key", "Nonce", "Password", From 171e3aac9af82dda2ee42395449ca2df248101e3 Mon Sep 17 00:00:00 2001 From: Roman Babenko Date: Sun, 18 Aug 2024 12:41:56 +0300 Subject: [PATCH 06/13] testfix --- .github/workflows/benchmark.yml | 8 +- cicd/benchmark.txt | 104 ++-- tests/__init__.py | 6 +- tests/data/depth_3.json | 891 ++++++++++++++++++---------- tests/data/ml_threshold.json | 472 +++++++-------- tests/data/output.json | 811 ++++++++++++++++++------- tests/ml_model/test_ml_validator.py | 10 +- 7 files changed, 1475 insertions(+), 827 deletions(-) diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml index c1d1f5f94..12a986df0 100644 --- a/.github/workflows/benchmark.yml +++ b/.github/workflows/benchmark.yml @@ -23,7 +23,7 @@ jobs: uses: actions/checkout@v4 with: repository: babenek/CredData - ref: auxiliary + ref: auxiliary2 - name: Markup hashing run: | @@ -74,7 +74,7 @@ jobs: uses: actions/checkout@v4 with: repository: babenek/CredData - ref: auxiliary + ref: auxiliary2 - name: Markup hashing run: | @@ -172,7 +172,7 @@ jobs: uses: actions/checkout@v4 with: repository: babenek/CredData - ref: auxiliary + ref: auxiliary2 - name: Markup hashing run: | @@ -355,7 +355,7 @@ jobs: uses: actions/checkout@v4 with: repository: babenek/CredData - ref: auxiliary + ref: auxiliary2 - name: Markup hashing run: | diff --git a/cicd/benchmark.txt b/cicd/benchmark.txt index 42996aa56..5268d7eab 100644 --- a/cicd/benchmark.txt +++ b/cicd/benchmark.txt @@ -1,6 +1,6 @@ -META MD5 896c5c6d2831a36d2357ff4bb577f5f2 -DATA MD5 b3a2698b63448efee7ab94ffd4d11814 -DATA: 16345157 interested lines. MARKUP: 62636 items +META MD5 46ed058cc55cc6e05b84e1b62d506059 +DATA MD5 4833f5614e463ecc7989b00a29499240 +DATA: 16345157 interested lines. MARKUP: 62644 items FileType FileNumber ValidLines Positives Negatives Templates --------------- ------------ ------------ ----------- ----------- ----------- 194 28318 66 414 85 @@ -27,7 +27,7 @@ FileType FileNumber ValidLines Positives Negatives Templat .cljc 5 2421 11 .cls 1 657 1 .cmd 4 401 2 3 -.cnf 8 858 16 34 18 +.cnf 8 858 15 36 16 .coffee 1 585 2 .conf 60 4945 53 67 53 .config 20 492 16 38 1 @@ -63,7 +63,7 @@ FileType FileNumber ValidLines Positives Negatives Templat .gd 1 37 1 .gml 3 3075 16 .gni 3 5017 19 -.go 1080 566476 693 4115 739 +.go 1080 566476 692 4117 739 .golden 5 1168 1 13 29 .gradle 45 3265 4 90 100 .graphql 7 420 13 @@ -152,7 +152,7 @@ FileType FileNumber ValidLines Positives Negatives Templat .pug 2 193 2 .purs 1 69 4 .pxd 1 150 5 2 -.py 890 291553 674 3291 728 +.py 890 291553 680 3292 728 .pyi 4 1361 9 .pyp 1 167 1 .pyx 2 1094 23 @@ -208,7 +208,7 @@ FileType FileNumber ValidLines Positives Negatives Templat .ts 583 106730 159 1800 201 .tsx 54 7914 1 114 5 .ttar 1 452 1 -.txt 440 78102 5301 6341 49 +.txt 440 78102 5299 6343 49 .utf8 1 77 2 .vsixmanifest 1 36 1 .vsmdi 1 6 2 @@ -222,48 +222,48 @@ FileType FileNumber ValidLines Positives Negatives Templat .yml 418 36162 545 892 380 .zsh 6 872 12 .zsh-theme 1 97 1 -TOTAL: 10259 16345157 12148 50317 5114 -credsweeper result_cnt : 7753, lost_cnt : 0, true_cnt : 7531, false_cnt : 222 -Rules Positives Negatives Templates Reported TP FP TN FN FPR FNR ACC PRC RCL F1 ------------------------------- ----------- ----------- ----------- ---------- ---- ---- ----- ---- -------- -------- -------- -------- -------- -------- -API 128 3161 189 113 111 2 3348 17 0.000597 0.132812 0.994537 0.982301 0.867188 0.921162 -AWS Client ID 167 21 0 160 160 0 21 7 0.000000 0.041916 0.962766 1.000000 0.958084 0.978593 -AWS Multi 75 16 0 87 75 11 5 0 0.687500 0.000000 0.879121 0.872093 1.000000 0.931677 -AWS S3 Bucket 66 24 0 91 65 24 0 1 1.000000 0.015152 0.722222 0.730337 0.984848 0.838710 -Atlassian Old PAT token 27 308 3 12 3 8 303 24 0.025723 0.888889 0.905325 0.272727 0.111111 0.157895 -Auth 412 2726 76 378 359 19 2783 53 0.006781 0.128641 0.977598 0.949735 0.871359 0.908861 -Azure Access Token 19 0 0 12 12 0 0 7 0.368421 0.631579 1.000000 0.631579 0.774194 -BASE64 Private Key 7 4 0 7 7 0 4 0 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000 -BASE64 encoded PEM Private Key 7 0 0 5 5 0 0 2 0.285714 0.714286 1.000000 0.714286 0.833333 -Bitbucket Client ID 143 2097 9 48 28 19 2087 115 0.009022 0.804196 0.940418 0.595745 0.195804 0.294737 -Bitbucket Client Secret 301 809 10 40 29 11 808 272 0.013431 0.903654 0.747321 0.725000 0.096346 0.170088 -Certificate 23 471 1 26 18 8 464 5 0.016949 0.217391 0.973737 0.692308 0.782609 0.734694 -Credential 95 420 74 92 92 0 494 3 0.000000 0.031579 0.994907 1.000000 0.968421 0.983957 -Docker Swarm Token 2 0 0 1 1 0 0 1 0.500000 0.500000 1.000000 0.500000 0.666667 -Dropbox App secret 64 139 1 46 35 10 130 29 0.071429 0.453125 0.808824 0.777778 0.546875 0.642202 -Facebook Access Token 0 1 0 0 0 1 0 0.000000 1.000000 -Firebase Domain 6 1 0 7 6 1 0 0 1.000000 0.000000 0.857143 0.857143 1.000000 0.923077 -Github Old Token 1 0 0 1 1 0 0 0 0.000000 1.000000 1.000000 1.000000 1.000000 -Gitlab Feed Token 189 751 87 56 44 11 827 145 0.013126 0.767196 0.848101 0.800000 0.232804 0.360656 -Gitlab Incoming Email Token 37 8 0 21 19 2 6 18 0.250000 0.486486 0.555556 0.904762 0.513514 0.655172 -Google API Key 12 0 0 12 12 0 0 0 0.000000 1.000000 1.000000 1.000000 1.000000 -Google Multi 10 2 0 11 10 1 1 0 0.500000 0.000000 0.916667 0.909091 1.000000 0.952381 -Google OAuth Access Token 3 0 0 3 3 0 0 0 0.000000 1.000000 1.000000 1.000000 1.000000 -Grafana Provisioned API Key 22 1 0 5 5 0 1 17 0.000000 0.772727 0.260870 1.000000 0.227273 0.370370 -JSON Web Token 170 61 0 131 131 0 61 39 0.000000 0.229412 0.831169 1.000000 0.770588 0.870432 -Jira / Confluence PAT token 0 4 0 0 0 4 0 0.000000 1.000000 -Jira 2FA 15 6 1 12 12 0 7 3 0.000000 0.200000 0.863636 1.000000 0.800000 0.888889 -Key 3920 15690 482 472 466 6 16166 3454 0.000371 0.881122 0.827792 0.987288 0.118878 0.212204 -Nonce 91 49 0 83 81 2 47 10 0.040816 0.109890 0.914286 0.975904 0.890110 0.931034 -Other 0 8291 1 0 0 8292 0 0.000000 1.000000 -PEM Private Key 1019 1483 0 1023 1019 4 1479 0 0.002697 0.000000 0.998401 0.996090 1.000000 0.998041 -Password 1844 7525 2713 1726 1657 69 10169 187 0.006740 0.101410 0.978811 0.960023 0.898590 0.928291 -Salt 45 76 2 42 41 1 77 4 0.012821 0.088889 0.959350 0.976190 0.911111 0.942529 -Secret 1297 1574 800 1236 1230 6 2368 67 0.002527 0.051658 0.980114 0.995146 0.948342 0.971180 -Seed 1 6 0 0 0 6 1 0.000000 1.000000 0.857143 0.000000 -Slack Token 4 1 0 4 4 0 1 0 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000 -Token 648 4177 438 540 534 6 4609 114 0.001300 0.175926 0.977199 0.988889 0.824074 0.898990 -Twilio API Key 0 5 2 0 0 7 0 0.000000 1.000000 -URL Credentials 209 144 225 196 196 0 369 13 0.000000 0.062201 0.977509 1.000000 0.937799 0.967901 -UUID 1069 265 0 1061 1060 1 264 9 0.003774 0.008419 0.992504 0.999057 0.991581 0.995305 - 12148 50317 5114 7760 7531 222 50095 4617 0.004412 0.380063 0.922533 0.971366 0.619937 0.756846 +TOTAL: 10259 16345157 12150 50324 5112 +credsweeper result_cnt : 11387, lost_cnt : 0, true_cnt : 11084, false_cnt : 303 +Rules Positives Negatives Templates Reported TP FP TN FN FPR FNR ACC PRC RCL F1 +------------------------------ ----------- ----------- ----------- ---------- ----- ---- ----- ---- -------- -------- -------- -------- -------- -------- +API 128 3161 189 119 115 4 3346 13 0.001194 0.101562 0.995112 0.966387 0.898438 0.931174 +AWS Client ID 167 21 0 160 160 0 21 7 0.000000 0.041916 0.962766 1.000000 0.958084 0.978593 +AWS Multi 75 16 0 87 75 11 5 0 0.687500 0.000000 0.879121 0.872093 1.000000 0.931677 +AWS S3 Bucket 66 24 0 92 66 24 0 0 1.000000 0.000000 0.733333 0.733333 1.000000 0.846154 +Atlassian Old PAT token 27 308 3 12 3 8 303 24 0.025723 0.888889 0.905325 0.272727 0.111111 0.157895 +Auth 418 2727 76 393 376 17 2786 42 0.006065 0.100478 0.981683 0.956743 0.899522 0.927250 +Azure Access Token 19 0 0 12 12 0 0 7 0.368421 0.631579 1.000000 0.631579 0.774194 +BASE64 Private Key 7 4 0 7 7 0 4 0 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000 +BASE64 encoded PEM Private Key 7 0 0 5 5 0 0 2 0.285714 0.714286 1.000000 0.714286 0.833333 +Bitbucket Client ID 143 2097 9 48 28 19 2087 115 0.009022 0.804196 0.940418 0.595745 0.195804 0.294737 +Bitbucket Client Secret 301 809 10 40 29 11 808 272 0.013431 0.903654 0.747321 0.725000 0.096346 0.170088 +Certificate 23 471 1 24 18 6 466 5 0.012712 0.217391 0.977778 0.750000 0.782609 0.765957 +Credential 95 420 74 93 93 0 494 2 0.000000 0.021053 0.996604 1.000000 0.978947 0.989362 +Docker Swarm Token 2 0 0 1 1 0 0 1 0.500000 0.500000 1.000000 0.500000 0.666667 +Dropbox App secret 64 139 1 46 35 10 130 29 0.071429 0.453125 0.808824 0.777778 0.546875 0.642202 +Facebook Access Token 0 1 0 0 0 1 0 0.000000 1.000000 +Firebase Domain 6 1 0 7 6 1 0 0 1.000000 0.000000 0.857143 0.857143 1.000000 0.923077 +Github Old Token 1 0 0 1 1 0 0 0 0.000000 1.000000 1.000000 1.000000 1.000000 +Gitlab Feed Token 189 751 87 56 44 11 827 145 0.013126 0.767196 0.848101 0.800000 0.232804 0.360656 +Gitlab Incoming Email Token 37 8 0 21 19 2 6 18 0.250000 0.486486 0.555556 0.904762 0.513514 0.655172 +Google API Key 12 0 0 12 12 0 0 0 0.000000 1.000000 1.000000 1.000000 1.000000 +Google Multi 10 2 0 11 10 1 1 0 0.500000 0.000000 0.916667 0.909091 1.000000 0.952381 +Google OAuth Access Token 3 0 0 3 3 0 0 0 0.000000 1.000000 1.000000 1.000000 1.000000 +Grafana Provisioned API Key 22 1 0 5 5 0 1 17 0.000000 0.772727 0.260870 1.000000 0.227273 0.370370 +JSON Web Token 170 61 0 131 131 0 61 39 0.000000 0.229412 0.831169 1.000000 0.770588 0.870432 +Jira / Confluence PAT token 0 4 0 0 0 4 0 0.000000 1.000000 +Jira 2FA 15 6 1 12 12 0 7 3 0.000000 0.200000 0.863636 1.000000 0.800000 0.888889 +Key 3918 15693 482 3973 3880 93 16082 38 0.005750 0.009699 0.993480 0.976592 0.990301 0.983399 +Nonce 91 49 0 87 87 0 49 4 0.000000 0.043956 0.971429 1.000000 0.956044 0.977528 +Other 0 8291 1 0 0 8292 0 0.000000 1.000000 +PEM Private Key 1019 1483 0 1023 1019 4 1479 0 0.002697 0.000000 0.998401 0.996090 1.000000 0.998041 +Password 1843 7526 2712 1719 1661 58 10180 182 0.005665 0.098752 0.980134 0.966259 0.901248 0.932622 +Salt 45 76 2 42 41 1 77 4 0.012821 0.088889 0.959350 0.976190 0.911111 0.942529 +Secret 1297 1575 799 1270 1268 2 2372 29 0.000842 0.022359 0.991555 0.998425 0.977641 0.987924 +Seed 1 6 0 0 0 6 1 0.000000 1.000000 0.857143 0.000000 +Slack Token 4 1 0 4 4 0 1 0 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000 +Token 648 4177 438 599 586 13 4602 62 0.002817 0.095679 0.985750 0.978297 0.904321 0.939856 +Twilio API Key 0 5 2 0 0 7 0 0.000000 1.000000 +URL Credentials 208 145 225 212 205 6 364 3 0.016216 0.014423 0.984429 0.971564 0.985577 0.978520 +UUID 1069 265 0 1068 1067 1 264 2 0.003774 0.001871 0.997751 0.999064 0.998129 0.998596 + 12150 50324 5112 11395 11084 303 50021 1066 0.006021 0.087737 0.978087 0.973391 0.912263 0.941836 diff --git a/tests/__init__.py b/tests/__init__.py index 73b4cd837..9ebe9b7ba 100644 --- a/tests/__init__.py +++ b/tests/__init__.py @@ -11,14 +11,14 @@ SAMPLES_CRED_LINE_COUNT: int = 381 # credentials count after post-processing -SAMPLES_POST_CRED_COUNT: int = 323 +SAMPLES_POST_CRED_COUNT: int = 336 # with option --doc SAMPLES_IN_DOC = 417 # archived credentials that are not found without --depth -SAMPLES_IN_DEEP_1 = SAMPLES_POST_CRED_COUNT + 24 -SAMPLES_IN_DEEP_2 = SAMPLES_IN_DEEP_1 + 17 +SAMPLES_IN_DEEP_1 = SAMPLES_POST_CRED_COUNT + 23 +SAMPLES_IN_DEEP_2 = SAMPLES_IN_DEEP_1 + 16 SAMPLES_IN_DEEP_3 = SAMPLES_IN_DEEP_2 + 1 # well known string with all latin letters diff --git a/tests/data/depth_3.json b/tests/data/depth_3.json index 8ea01c932..3fb5e607b 100644 --- a/tests/data/depth_3.json +++ b/tests/data/depth_3.json @@ -286,7 +286,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.87, + "ml_probability": 0.907, "rule": "Auth", "severity": "medium", "confidence": "moderate", @@ -340,7 +340,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.99, + "ml_probability": 0.997, "rule": "Auth", "severity": "medium", "confidence": "moderate", @@ -367,7 +367,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.999, + "ml_probability": 1.0, "rule": "Auth", "severity": "medium", "confidence": "moderate", @@ -394,7 +394,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.963, + "ml_probability": 0.999, "rule": "Auth", "severity": "medium", "confidence": "moderate", @@ -546,7 +546,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.924, + "ml_probability": 0.735, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -644,25 +644,52 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.922, + "ml_probability": 0.973, "rule": "Key", "severity": "medium", "confidence": "moderate", "line_data_list": [ { - "line": "\"AwsAccessKey\": \"AKIAGIREOGIAWSKEY123\", \"AwsAccessKey2\": \"AKIAGIREOGIAWSKEY555\",", - "line_num": 2, + "line": "\"AwsSecretKey\":\"CrackleGiReoGi123CrackleGiReoGi123AWSkey\"", + "line_num": 4, "path": "tests/samples/aws_multi.groovy", "info": "tests/samples/aws_multi.groovy|RAW", - "value": "AKIAGIREOGIAWSKEY555", - "value_start": 58, - "value_end": 78, - "variable": "AwsAccessKey2", - "variable_start": 41, - "variable_end": 54, + "value": "CrackleGiReoGi123CrackleGiReoGi123AWSkey", + "value_start": 16, + "value_end": 56, + "variable": "AwsSecretKey", + "variable_start": 1, + "variable_end": 13, "entropy_validation": { "iterator": "BASE64_CHARS", - "entropy": 3.3086949695628425, + "entropy": 4.012814895472355, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.973, + "rule": "Secret", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "\"AwsSecretKey\":\"CrackleGiReoGi123CrackleGiReoGi123AWSkey\"", + "line_num": 4, + "path": "tests/samples/aws_multi.groovy", + "info": "tests/samples/aws_multi.groovy|RAW", + "value": "CrackleGiReoGi123CrackleGiReoGi123AWSkey", + "value_start": 16, + "value_end": 56, + "variable": "AwsSecretKey", + "variable_start": 1, + "variable_end": 13, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 4.012814895472355, "valid": false } } @@ -698,7 +725,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.994, + "ml_probability": 0.976, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -1049,7 +1076,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.966, + "ml_probability": 0.943, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -1076,7 +1103,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 0.971, "rule": "Certificate", "severity": "medium", "confidence": "moderate", @@ -1184,7 +1211,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 0.987, "rule": "Credential", "severity": "medium", "confidence": "moderate", @@ -1292,7 +1319,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.775, + "ml_probability": 0.722, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1319,7 +1346,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.881, + "ml_probability": 0.849, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1346,7 +1373,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.977, + "ml_probability": 0.98, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1373,7 +1400,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.786, + "ml_probability": 0.775, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1427,7 +1454,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.994, + "ml_probability": 0.992, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1454,7 +1481,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.969, + "ml_probability": 0.979, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1481,7 +1508,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.812, + "ml_probability": 0.811, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1508,7 +1535,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.941, + "ml_probability": 0.958, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1535,7 +1562,34 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.969, + "ml_probability": 0.664, + "rule": "Password", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "ID:master PWD:dipPr112Gg!", + "line_num": 13, + "path": "tests/samples/doc_id_pair_passwd_pair", + "info": "tests/samples/doc_id_pair_passwd_pair|RAW", + "value": "dipPr112Gg!", + "value_start": 14, + "value_end": 25, + "variable": "PWD", + "variable_start": 10, + "variable_end": 13, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 2.9631196533066344, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.975, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1562,7 +1616,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.975, + "ml_probability": 0.983, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1589,7 +1643,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.963, + "ml_probability": 0.986, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1616,7 +1670,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.97, + "ml_probability": 0.985, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1643,7 +1697,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.972, + "ml_probability": 0.956, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1670,7 +1724,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.965, + "ml_probability": 0.979, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1697,7 +1751,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.959, + "ml_probability": 0.967, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1724,7 +1778,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.926, + "ml_probability": 0.953, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1751,7 +1805,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.954, + "ml_probability": 0.995, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1778,7 +1832,34 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.735, + "ml_probability": 0.627, + "rule": "Password", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "id:master pass:dipPr122Gg!", + "line_num": 23, + "path": "tests/samples/doc_id_pair_passwd_pair", + "info": "tests/samples/doc_id_pair_passwd_pair|RAW", + "value": "dipPr122Gg!", + "value_start": 15, + "value_end": 26, + "variable": "pass", + "variable_start": 10, + "variable_end": 14, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 2.9631196533066344, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.862, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1805,7 +1886,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.928, + "ml_probability": 0.858, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1832,7 +1913,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.893, + "ml_probability": 0.961, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1859,7 +1940,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.791, + "ml_probability": 0.905, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1886,7 +1967,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.915, + "ml_probability": 0.945, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1913,7 +1994,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.941, + "ml_probability": 0.906, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1940,7 +2021,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.639, + "ml_probability": 0.899, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1967,7 +2048,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.945, + "ml_probability": 0.929, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1994,7 +2075,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.85, + "ml_probability": 0.792, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2021,7 +2102,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.893, + "ml_probability": 0.993, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2048,7 +2129,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.811, + "ml_probability": 0.888, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2075,7 +2156,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.973, + "ml_probability": 0.985, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2129,7 +2210,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.997, + "ml_probability": 0.996, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2156,7 +2237,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.949, + "ml_probability": 0.93, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2183,7 +2264,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.969, + "ml_probability": 0.954, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2210,7 +2291,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.99, + "ml_probability": 0.995, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2237,7 +2318,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.991, + "ml_probability": 0.992, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2264,7 +2345,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.849, + "ml_probability": 0.975, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2291,7 +2372,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.978, + "ml_probability": 0.984, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2318,7 +2399,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.969, + "ml_probability": 0.987, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2345,7 +2426,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.977, + "ml_probability": 0.982, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2372,7 +2453,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.928, + "ml_probability": 0.949, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2399,7 +2480,34 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.736, + "ml_probability": 0.878, + "rule": "Password", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "(98.76.54.32)ID:master PW:dipPr149Gg!", + "line_num": 50, + "path": "tests/samples/doc_id_pair_passwd_pair", + "info": "tests/samples/doc_id_pair_passwd_pair|RAW", + "value": "dipPr149Gg!", + "value_start": 26, + "value_end": 37, + "variable": "PW", + "variable_start": 23, + "variable_end": 25, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 3.1449378351248165, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.779, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2426,7 +2534,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.629, + "ml_probability": 0.799, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2453,7 +2561,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.984, + "ml_probability": 0.941, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2480,7 +2588,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2507,7 +2615,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.988, + "ml_probability": 0.98, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2534,7 +2642,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 0.995, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2561,7 +2669,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.986, + "ml_probability": 0.983, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2588,7 +2696,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.994, + "ml_probability": 0.986, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2615,7 +2723,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.987, + "ml_probability": 0.958, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2642,7 +2750,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.976, + "ml_probability": 0.969, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2669,7 +2777,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.652, + "ml_probability": 0.964, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2696,7 +2804,34 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.989, + "ml_probability": 0.882, + "rule": "Password", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "dipPr163Gg! ID:master dipPr163Gg! PWD:dipPr163Gg!", + "line_num": 64, + "path": "tests/samples/doc_id_pair_passwd_pair", + "info": "tests/samples/doc_id_pair_passwd_pair|RAW", + "value": "dipPr163Gg!", + "value_start": 38, + "value_end": 49, + "variable": "PWD", + "variable_start": 34, + "variable_end": 37, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 3.1449378351248165, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.995, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2723,7 +2858,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 0.984, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2750,7 +2885,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.855, + "ml_probability": 0.938, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2777,7 +2912,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.925, + "ml_probability": 0.984, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2804,7 +2939,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.921, + "ml_probability": 0.964, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2831,7 +2966,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.944, + "ml_probability": 0.956, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2858,7 +2993,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2885,7 +3020,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.997, + "ml_probability": 0.991, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2966,7 +3101,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.994, + "ml_probability": 0.989, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2993,7 +3128,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.993, + "ml_probability": 0.996, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3020,7 +3155,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.975, + "ml_probability": 0.962, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3047,7 +3182,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.759, + "ml_probability": 0.896, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3074,7 +3209,34 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.766, + "ml_probability": 0.821, + "rule": "Password", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "id:master,default pw:dipPr182Gg!", + "line_num": 83, + "path": "tests/samples/doc_id_pair_passwd_pair", + "info": "tests/samples/doc_id_pair_passwd_pair|RAW", + "value": "dipPr182Gg!", + "value_start": 21, + "value_end": 32, + "variable": "pw", + "variable_start": 18, + "variable_end": 20, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 3.1449378351248165, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.923, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3101,7 +3263,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.971, + "ml_probability": 0.982, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3128,7 +3290,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.839, + "ml_probability": 0.904, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3155,7 +3317,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.871, + "ml_probability": 0.948, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3182,7 +3344,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.904, + "ml_probability": 0.987, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3209,7 +3371,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.973, + "ml_probability": 0.983, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3236,7 +3398,34 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.968, + "ml_probability": 0.658, + "rule": "Password", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "id:master@example.com,pw:dipPr198Gg!", + "line_num": 99, + "path": "tests/samples/doc_id_pair_passwd_pair", + "info": "tests/samples/doc_id_pair_passwd_pair|RAW", + "value": "dipPr198Gg!", + "value_start": 25, + "value_end": 36, + "variable": "master@example.com,pw", + "variable_start": 3, + "variable_end": 24, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 3.1449378351248165, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.948, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3263,7 +3452,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.921, + "ml_probability": 0.877, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3290,7 +3479,34 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.745, + "ml_probability": 0.763, + "rule": "Password", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "98.76.54.32(ID:master/PW:iPp10@GRq) # todo: move into other sample ?", + "line_num": 11, + "path": "tests/samples/doc_id_passwd_pair", + "info": "tests/samples/doc_id_passwd_pair|RAW", + "value": "iPp10@GRq)", + "value_start": 25, + "value_end": 35, + "variable": "PW", + "variable_start": 22, + "variable_end": 24, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 2.65754247590989, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.928, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3317,7 +3533,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.874, + "ml_probability": 0.875, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3344,7 +3560,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.959, + "ml_probability": 0.882, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3371,34 +3587,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.847, - "rule": "Password", - "severity": "medium", - "confidence": "moderate", - "line_data_list": [ - { - "line": "pw:Prl23Db#@", - "line_num": 3, - "path": "tests/samples/doc_passwd_pair", - "info": "tests/samples/doc_passwd_pair|RAW", - "value": "Prl23Db#@", - "value_start": 3, - "value_end": 12, - "variable": "pw", - "variable_start": 0, - "variable_end": 2, - "entropy_validation": { - "iterator": "BASE64_CHARS", - "entropy": 2.4654972233440207, - "valid": false - } - } - ] - }, - { - "api_validation": "NOT_AVAILABLE", - "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.939, + "ml_probability": 0.903, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3425,7 +3614,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.968, + "ml_probability": 0.75, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3452,7 +3641,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.988, + "ml_probability": 0.977, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3479,7 +3668,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.967, + "ml_probability": 0.85, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3506,7 +3695,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.984, + "ml_probability": 0.961, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3533,7 +3722,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.952, + "ml_probability": 0.989, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3560,7 +3749,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.931, + "ml_probability": 0.706, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3587,7 +3776,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.951, + "ml_probability": 0.978, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3614,7 +3803,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.982, + "ml_probability": 0.955, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3641,7 +3830,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.883, + "ml_probability": 0.832, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3668,7 +3857,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.946, + "ml_probability": 0.88, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3695,7 +3884,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.926, + "ml_probability": 0.939, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3722,7 +3911,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.985, + "ml_probability": 0.962, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3749,7 +3938,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.939, + "ml_probability": 0.966, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3776,7 +3965,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.967, + "ml_probability": 0.971, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3803,7 +3992,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.959, + "ml_probability": 0.945, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3830,7 +4019,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.886, + "ml_probability": 0.937, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3857,7 +4046,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.67, + "ml_probability": 0.873, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3884,7 +4073,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.985, + "ml_probability": 0.969, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3911,7 +4100,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.951, + "ml_probability": 0.933, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3938,7 +4127,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.822, + "ml_probability": 0.935, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3965,7 +4154,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.767, + "ml_probability": 0.787, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3992,7 +4181,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.916, + "ml_probability": 0.829, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4019,7 +4208,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.992, + "ml_probability": 0.98, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4046,7 +4235,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.992, + "ml_probability": 0.977, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4073,7 +4262,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.991, + "ml_probability": 0.971, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4100,7 +4289,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 1.0, + "ml_probability": 0.999, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -4127,7 +4316,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.999, + "ml_probability": 1.0, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -4370,7 +4559,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 0.999, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -4451,7 +4640,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 1.0, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -4532,7 +4721,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.994, + "ml_probability": 0.999, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -4667,7 +4856,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.995, + "ml_probability": 0.998, "rule": "Auth", "severity": "medium", "confidence": "moderate", @@ -4694,7 +4883,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.995, + "ml_probability": 0.998, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -4721,7 +4910,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.956, + "ml_probability": 0.995, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4748,7 +4937,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.896, + "ml_probability": 0.986, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4775,7 +4964,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.943, + "ml_probability": 0.964, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4802,7 +4991,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.972, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4883,7 +5072,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4910,7 +5099,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.933, + "ml_probability": 0.932, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4937,7 +5126,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.979, + "ml_probability": 0.993, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4964,7 +5153,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.988, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4991,7 +5180,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.972, + "ml_probability": 0.995, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5018,7 +5207,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.966, + "ml_probability": 0.989, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5045,7 +5234,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.982, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5072,7 +5261,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.899, + "ml_probability": 0.997, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5099,7 +5288,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.981, + "ml_probability": 0.995, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5153,7 +5342,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5180,7 +5369,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5207,7 +5396,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.894, + "ml_probability": 0.944, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -5234,7 +5423,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.894, + "ml_probability": 0.944, "rule": "Secret", "severity": "medium", "confidence": "moderate", @@ -5261,7 +5450,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.997, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5288,7 +5477,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.938, + "ml_probability": 0.982, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5315,7 +5504,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.992, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5342,7 +5531,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.999, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5369,7 +5558,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.984, + "ml_probability": 0.987, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5396,7 +5585,34 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.896, + "ml_probability": 0.857, + "rule": "Password", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "gildong.hong@98.76.54.32,pw:IhqSb1Gg", + "line_num": 47, + "path": "tests/samples/doc_various", + "info": "tests/samples/doc_various|RAW", + "value": "IhqSb1Gg", + "value_start": 28, + "value_end": 36, + "variable": "gildong.hong@98.76.54.32,pw", + "variable_start": 0, + "variable_end": 27, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 3.0, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.994, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5414,7 +5630,34 @@ "variable_end": 19, "entropy_validation": { "iterator": "BASE64_CHARS", - "entropy": 2.8177111123931664, + "entropy": 2.8177111123931664, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.986, + "rule": "Password", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "\uacc4\uc815/Password-xxxx:master/IhqSb1Gg", + "line_num": 55, + "path": "tests/samples/doc_various", + "info": "tests/samples/doc_various|RAW", + "value": "master/IhqSb1Gg", + "value_start": 17, + "value_end": 32, + "variable": "Password-xxxx", + "variable_start": 3, + "variable_end": 16, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 3.906890595608518, "valid": false } } @@ -5423,7 +5666,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.949, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5477,7 +5720,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5504,7 +5747,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.953, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5531,7 +5774,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 0.994, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5558,7 +5801,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 0.993, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5585,7 +5828,34 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.956, + "ml_probability": 0.626, + "rule": "Password", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "(ID&PWD):master/IhqSb1Gg", + "line_num": 71, + "path": "tests/samples/doc_various", + "info": "tests/samples/doc_various|RAW", + "value": "master/IhqSb1Gg", + "value_start": 9, + "value_end": 24, + "variable": "PWD)", + "variable_start": 4, + "variable_end": 8, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 3.906890595608518, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.995, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5612,7 +5882,34 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.99, + "ml_probability": 0.866, + "rule": "Password", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "master@98.76.54.32,PW:IhqSb1Gg", + "line_num": 74, + "path": "tests/samples/doc_various", + "info": "tests/samples/doc_various|RAW", + "value": "IhqSb1Gg", + "value_start": 22, + "value_end": 30, + "variable": "master@98.76.54.32,PW", + "variable_start": 0, + "variable_end": 21, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 3.0, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5639,7 +5936,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.976, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5666,7 +5963,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.988, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5693,7 +5990,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.952, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5720,7 +6017,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.943, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5747,7 +6044,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5774,7 +6071,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.995, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5801,7 +6098,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5828,7 +6125,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5855,7 +6152,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.997, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5882,7 +6179,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.995, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5909,7 +6206,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.979, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5936,7 +6233,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.994, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5963,7 +6260,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.999, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5990,7 +6287,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.999, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6044,7 +6341,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.934, + "ml_probability": 0.991, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6071,7 +6368,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.97, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6098,7 +6395,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.978, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6233,7 +6530,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.756, + "ml_probability": 0.922, "rule": "Github Old Token", "severity": "high", "confidence": "moderate", @@ -6260,7 +6557,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.756, + "ml_probability": 0.922, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -6314,7 +6611,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.999, + "ml_probability": 0.934, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -7023,7 +7320,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.978, + "ml_probability": 0.988, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -7185,7 +7482,34 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 0.99, + "rule": "Key", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "prKeyValid=LS0tLS1CRUdJTiBQUklWQVRFIENDcUdTTTQ5QXdFSEJHMHdhd0lCQVFRZ0ViVnpmUGWxhQW9KQWwrLzZYdDJPNG1PQjYxMXNPaFJBTkNBQVNnRlRLandKQUFVOTVnKysvdnpLV0hrekFWbU5NSQp0QjV2VGpaT09Jd25FYjcwTXNXWkZJeVVGRDFQOUd3c3R6NCtha0hYN3ZJOEJINmhIbUJtZmVRbAotLS0tLUVORCBQUklWJNR0J5cUdTTTQ5QW5aUHhmQXl4cUUKWlYwNdFR0QVRFIEtFWS0tLS0tCgtFWS0tLS0tCk1JR0hBZ0VBTU==", + "line_num": 1, + "path": "tests/samples/key.hs", + "info": "tests/samples/key.hs|RAW", + "value": "LS0tLS1CRUdJTiBQUklWQVRFIENDcUdTTTQ5QXdFSEJHMHdhd0lCQVFRZ0ViVnpmUGWxhQW9KQWwrLzZYdDJPNG1PQjYxMXNPaFJBTkNBQVNnRlRLandKQUFVOTVnKysvdnpLV0hrekFWbU5NSQp0QjV2VGpaT09Jd25FYjcwTXNXWkZJeVVGRDFQOUd3c3R6NCtha0hYN3ZJOEJINmhIbUJtZmVRbAotLS0tLUVORCBQUklWJNR0J5cUdTTTQ5QW5aUHhmQXl4cUUKWlYwNdFR0QVRFIEtFWS0tLS0tCgtFWS0tLS0tCk1JR0hBZ0VBTU==", + "value_start": 11, + "value_end": 335, + "variable": "prKeyValid", + "variable_start": 0, + "variable_end": 10, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 5.428808109703668, + "valid": true + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.999, "rule": "Secret", "severity": "medium", "confidence": "moderate", @@ -7293,7 +7617,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 0.992, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -7499,7 +7823,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 1.0, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -7597,7 +7921,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 1.0, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -7624,7 +7948,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 1.0, "rule": "Nonce", "severity": "medium", "confidence": "moderate", @@ -7759,7 +8083,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.98, + "ml_probability": 0.993, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -7786,7 +8110,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 0.996, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -7813,7 +8137,34 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.904, + "ml_probability": 0.797, + "rule": "Password", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "if passworsd == \"q4c1a2oPd\": # __eq__ separator", + "line_num": 5, + "path": "tests/samples/pass_valid", + "info": "tests/samples/pass_valid|RAW", + "value": "q4c1a2oPd", + "value_start": 17, + "value_end": 26, + "variable": "passworsd", + "variable_start": 3, + "variable_end": 12, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 3.169925001442312, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.99, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -7867,7 +8218,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.994, + "ml_probability": 0.993, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -7894,7 +8245,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 0.994, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -7921,7 +8272,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.818, + "ml_probability": 0.868, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -7948,7 +8299,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.978, + "ml_probability": 0.988, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -7975,7 +8326,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.997, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -8002,7 +8353,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.978, + "ml_probability": 0.988, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -8029,7 +8380,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.963, + "ml_probability": 0.982, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -9383,7 +9734,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.911, + "ml_probability": 0.952, "rule": "Salt", "severity": "medium", "confidence": "moderate", @@ -9410,7 +9761,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.887, + "ml_probability": 0.926, "rule": "Salt", "severity": "medium", "confidence": "moderate", @@ -9437,7 +9788,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.907, + "ml_probability": 0.857, "rule": "Salt", "severity": "medium", "confidence": "moderate", @@ -9464,7 +9815,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.816, + "ml_probability": 0.886, "rule": "Salt", "severity": "medium", "confidence": "moderate", @@ -9491,7 +9842,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.665, + "ml_probability": 0.993, "rule": "Salt", "severity": "medium", "confidence": "moderate", @@ -9515,60 +9866,6 @@ } ] }, - { - "api_validation": "NOT_AVAILABLE", - "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.852, - "rule": "Password", - "severity": "medium", - "confidence": "moderate", - "line_data_list": [ - { - "line": "{http://schemas.openxmlformats.org/wordprocessingml/2006/main}t : Password = WeR15tr0n6", - "line_num": 1, - "path": "tests/samples/sample.docx", - "info": "tests/samples/sample.docx.gz|GZIP|tests/samples/sample.docx|ZIP|word/document.xml|XML", - "value": "WeR15tr0n6", - "value_start": 77, - "value_end": 87, - "variable": "Password", - "variable_start": 66, - "variable_end": 74, - "entropy_validation": { - "iterator": "BASE64_CHARS", - "entropy": 3.321928094887362, - "valid": false - } - } - ] - }, - { - "api_validation": "NOT_AVAILABLE", - "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.852, - "rule": "Password", - "severity": "medium", - "confidence": "moderate", - "line_data_list": [ - { - "line": "{http://schemas.openxmlformats.org/wordprocessingml/2006/main}t : Password = WeR15tr0n6", - "line_num": 1, - "path": "tests/samples/sample.docx", - "info": "tests/samples/sample.docx|ZIP|word/document.xml|XML", - "value": "WeR15tr0n6", - "value_start": 77, - "value_end": 87, - "variable": "Password", - "variable_start": 66, - "variable_end": 74, - "entropy_validation": { - "iterator": "BASE64_CHARS", - "entropy": 3.321928094887362, - "valid": false - } - } - ] - }, { "api_validation": "NOT_AVAILABLE", "ml_validation": "NOT_AVAILABLE", @@ -9626,7 +9923,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.719, + "ml_probability": 0.744, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -10085,7 +10382,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 1.0, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -10166,7 +10463,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -10193,7 +10490,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.966, + "ml_probability": 0.828, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -10220,7 +10517,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.994, + "ml_probability": 0.999, "rule": "Secret", "severity": "medium", "confidence": "moderate", @@ -10247,7 +10544,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.988, + "ml_probability": 0.954, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -10301,7 +10598,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.931, + "ml_probability": 0.972, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -10328,7 +10625,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.997, + "ml_probability": 0.994, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -10571,7 +10868,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 1.0, + "ml_probability": 0.999, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -10652,7 +10949,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.804, + "ml_probability": 0.996, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -10679,7 +10976,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.716, + "ml_probability": 0.983, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -10706,7 +11003,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.999, + "ml_probability": 1.0, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -10760,7 +11057,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.994, + "ml_probability": 0.999, "rule": "URL Credentials", "severity": "high", "confidence": "moderate", @@ -10814,7 +11111,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 1.0, + "ml_probability": 0.999, "rule": "Credential", "severity": "medium", "confidence": "moderate", @@ -10841,7 +11138,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.993, + "ml_probability": 0.975, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -10868,7 +11165,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.971, + "ml_probability": 0.973, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -10895,7 +11192,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 1.0, + "ml_probability": 0.999, "rule": "Credential", "severity": "medium", "confidence": "moderate", @@ -10922,7 +11219,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.989, + "ml_probability": 0.997, "rule": "URL Credentials", "severity": "high", "confidence": "moderate", @@ -11003,7 +11300,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.911, + "ml_probability": 0.933, "rule": "Password", "severity": "medium", "confidence": "moderate", diff --git a/tests/data/ml_threshold.json b/tests/data/ml_threshold.json index 159488e6c..7f0ebc7eb 100644 --- a/tests/data/ml_threshold.json +++ b/tests/data/ml_threshold.json @@ -191,7 +191,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.87, + "ml_probability": 0.907, "rule": "Auth", "severity": "medium", "confidence": "moderate", @@ -245,7 +245,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.99, + "ml_probability": 0.997, "rule": "Auth", "severity": "medium", "confidence": "moderate", @@ -272,7 +272,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.999, + "ml_probability": 1.0, "rule": "Auth", "severity": "medium", "confidence": "moderate", @@ -299,7 +299,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.963, + "ml_probability": 0.999, "rule": "Auth", "severity": "medium", "confidence": "moderate", @@ -451,7 +451,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.924, + "ml_probability": 0.735, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -549,7 +549,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.922, + "ml_probability": 0.448, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -576,7 +576,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.453, + "ml_probability": 0.973, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -603,7 +603,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.453, + "ml_probability": 0.973, "rule": "Secret", "severity": "medium", "confidence": "moderate", @@ -657,7 +657,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.994, + "ml_probability": 0.976, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -981,7 +981,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.966, + "ml_probability": 0.943, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -1008,7 +1008,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 0.971, "rule": "Certificate", "severity": "medium", "confidence": "moderate", @@ -1035,7 +1035,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 0.987, "rule": "Credential", "severity": "medium", "confidence": "moderate", @@ -1143,7 +1143,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.775, + "ml_probability": 0.722, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1170,7 +1170,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.402, + "ml_probability": 0.593, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1197,7 +1197,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.327, + "ml_probability": 0.52, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1224,7 +1224,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.881, + "ml_probability": 0.849, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1251,7 +1251,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.977, + "ml_probability": 0.98, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1278,7 +1278,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.786, + "ml_probability": 0.775, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1332,7 +1332,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.994, + "ml_probability": 0.992, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1359,7 +1359,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.969, + "ml_probability": 0.979, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1386,7 +1386,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.812, + "ml_probability": 0.811, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1413,7 +1413,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.941, + "ml_probability": 0.958, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1440,7 +1440,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.573, + "ml_probability": 0.664, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1467,7 +1467,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.969, + "ml_probability": 0.975, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1494,7 +1494,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.975, + "ml_probability": 0.983, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1521,7 +1521,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.963, + "ml_probability": 0.986, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1548,7 +1548,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.97, + "ml_probability": 0.985, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1575,7 +1575,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.972, + "ml_probability": 0.956, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1602,7 +1602,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.965, + "ml_probability": 0.979, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1629,7 +1629,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.959, + "ml_probability": 0.967, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1656,7 +1656,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.926, + "ml_probability": 0.953, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1683,7 +1683,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.954, + "ml_probability": 0.995, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1710,7 +1710,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.558, + "ml_probability": 0.627, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1737,7 +1737,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.735, + "ml_probability": 0.862, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1764,7 +1764,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.928, + "ml_probability": 0.858, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1791,7 +1791,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.893, + "ml_probability": 0.961, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1818,7 +1818,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.791, + "ml_probability": 0.905, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1845,7 +1845,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.915, + "ml_probability": 0.945, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1872,7 +1872,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.941, + "ml_probability": 0.906, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1899,7 +1899,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.639, + "ml_probability": 0.899, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1926,7 +1926,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.945, + "ml_probability": 0.929, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1953,7 +1953,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.85, + "ml_probability": 0.792, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1980,7 +1980,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.893, + "ml_probability": 0.993, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2007,7 +2007,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.811, + "ml_probability": 0.888, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2034,7 +2034,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.973, + "ml_probability": 0.985, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2088,7 +2088,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.997, + "ml_probability": 0.996, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2115,7 +2115,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.949, + "ml_probability": 0.93, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2142,7 +2142,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.969, + "ml_probability": 0.954, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2169,7 +2169,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.99, + "ml_probability": 0.995, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2196,7 +2196,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.991, + "ml_probability": 0.992, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2223,7 +2223,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.849, + "ml_probability": 0.975, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2250,7 +2250,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.978, + "ml_probability": 0.984, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2277,7 +2277,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.969, + "ml_probability": 0.987, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2304,7 +2304,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.977, + "ml_probability": 0.982, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2331,7 +2331,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.928, + "ml_probability": 0.949, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2358,7 +2358,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.472, + "ml_probability": 0.878, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2385,7 +2385,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.736, + "ml_probability": 0.779, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2412,7 +2412,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.629, + "ml_probability": 0.799, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2439,7 +2439,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.984, + "ml_probability": 0.941, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2466,7 +2466,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2493,7 +2493,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.988, + "ml_probability": 0.98, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2520,7 +2520,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 0.995, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2547,7 +2547,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.986, + "ml_probability": 0.983, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2574,7 +2574,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.994, + "ml_probability": 0.986, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2601,7 +2601,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.987, + "ml_probability": 0.958, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2628,7 +2628,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.976, + "ml_probability": 0.969, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2655,7 +2655,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.652, + "ml_probability": 0.964, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2682,7 +2682,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.438, + "ml_probability": 0.882, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2709,7 +2709,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.989, + "ml_probability": 0.995, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2736,7 +2736,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 0.984, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2763,7 +2763,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.855, + "ml_probability": 0.938, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2790,7 +2790,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.925, + "ml_probability": 0.984, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2817,7 +2817,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.921, + "ml_probability": 0.964, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2844,7 +2844,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.944, + "ml_probability": 0.956, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2871,7 +2871,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2898,7 +2898,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.997, + "ml_probability": 0.991, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2979,7 +2979,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.994, + "ml_probability": 0.989, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3006,7 +3006,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.993, + "ml_probability": 0.996, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3033,7 +3033,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.975, + "ml_probability": 0.962, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3060,7 +3060,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.759, + "ml_probability": 0.896, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3087,7 +3087,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.538, + "ml_probability": 0.821, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3114,7 +3114,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.766, + "ml_probability": 0.923, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3141,7 +3141,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.971, + "ml_probability": 0.982, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3168,7 +3168,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.839, + "ml_probability": 0.904, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3195,7 +3195,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.871, + "ml_probability": 0.948, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3222,7 +3222,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.51, + "ml_probability": 0.488, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3249,7 +3249,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.904, + "ml_probability": 0.987, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3276,7 +3276,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.973, + "ml_probability": 0.983, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3303,7 +3303,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.2, + "ml_probability": 0.658, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3330,7 +3330,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.076, + "ml_probability": 0.587, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3357,7 +3357,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.178, + "ml_probability": 0.112, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3384,7 +3384,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.577, + "ml_probability": 0.532, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3411,7 +3411,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.269, + "ml_probability": 0.311, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3438,7 +3438,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.466, + "ml_probability": 0.255, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3465,7 +3465,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.117, + "ml_probability": 0.279, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3492,7 +3492,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.968, + "ml_probability": 0.948, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3519,7 +3519,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.921, + "ml_probability": 0.877, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3546,7 +3546,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.435, + "ml_probability": 0.763, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3573,7 +3573,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.035, + "ml_probability": 0.126, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3600,7 +3600,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.135, + "ml_probability": 0.339, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3627,7 +3627,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.745, + "ml_probability": 0.928, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3654,7 +3654,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.236, + "ml_probability": 0.161, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3681,7 +3681,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.222, + "ml_probability": 0.206, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3708,7 +3708,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.567, + "ml_probability": 0.546, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3735,7 +3735,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.874, + "ml_probability": 0.875, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3762,7 +3762,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.195, + "ml_probability": 0.188, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3789,7 +3789,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.959, + "ml_probability": 0.882, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3816,7 +3816,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.847, + "ml_probability": 0.527, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3843,7 +3843,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.939, + "ml_probability": 0.903, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3870,7 +3870,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.968, + "ml_probability": 0.75, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3897,7 +3897,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.988, + "ml_probability": 0.977, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3924,7 +3924,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.967, + "ml_probability": 0.85, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3951,7 +3951,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.984, + "ml_probability": 0.961, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3978,7 +3978,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.952, + "ml_probability": 0.989, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4005,7 +4005,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.931, + "ml_probability": 0.706, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4032,7 +4032,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.951, + "ml_probability": 0.978, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4059,7 +4059,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.982, + "ml_probability": 0.955, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4086,7 +4086,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.883, + "ml_probability": 0.832, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4113,7 +4113,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.229, + "ml_probability": 0.282, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4140,7 +4140,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.946, + "ml_probability": 0.88, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4167,7 +4167,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.926, + "ml_probability": 0.939, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4194,7 +4194,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.985, + "ml_probability": 0.962, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4221,7 +4221,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.939, + "ml_probability": 0.966, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4248,7 +4248,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.967, + "ml_probability": 0.971, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4275,7 +4275,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.959, + "ml_probability": 0.945, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4302,7 +4302,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.886, + "ml_probability": 0.937, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4329,7 +4329,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.67, + "ml_probability": 0.873, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4356,7 +4356,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.985, + "ml_probability": 0.969, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4383,7 +4383,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.951, + "ml_probability": 0.933, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4410,7 +4410,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.822, + "ml_probability": 0.935, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4437,7 +4437,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.767, + "ml_probability": 0.787, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4464,7 +4464,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.916, + "ml_probability": 0.829, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4491,7 +4491,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.992, + "ml_probability": 0.98, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4518,7 +4518,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.992, + "ml_probability": 0.977, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4545,7 +4545,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.991, + "ml_probability": 0.971, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4572,7 +4572,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.488, + "ml_probability": 0.427, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4599,7 +4599,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 1.0, + "ml_probability": 0.999, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -4626,7 +4626,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.999, + "ml_probability": 1.0, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -4869,7 +4869,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 0.999, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -4950,7 +4950,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 1.0, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -5031,7 +5031,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.994, + "ml_probability": 0.999, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -5166,7 +5166,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.995, + "ml_probability": 0.998, "rule": "Auth", "severity": "medium", "confidence": "moderate", @@ -5193,7 +5193,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.995, + "ml_probability": 0.998, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -5220,7 +5220,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.031, + "ml_probability": 0.005, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -5247,7 +5247,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.001, + "ml_probability": 0.007, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -5274,7 +5274,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.956, + "ml_probability": 0.995, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5301,7 +5301,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.896, + "ml_probability": 0.986, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5328,7 +5328,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.943, + "ml_probability": 0.964, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5355,7 +5355,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.972, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5436,7 +5436,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5463,7 +5463,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.933, + "ml_probability": 0.932, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5490,7 +5490,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.979, + "ml_probability": 0.993, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5517,7 +5517,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.988, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5544,7 +5544,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.972, + "ml_probability": 0.995, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5571,7 +5571,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.966, + "ml_probability": 0.989, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5598,7 +5598,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.982, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5625,7 +5625,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.899, + "ml_probability": 0.997, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5652,7 +5652,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.981, + "ml_probability": 0.995, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5706,7 +5706,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5733,7 +5733,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5760,7 +5760,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.894, + "ml_probability": 0.944, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -5787,7 +5787,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.894, + "ml_probability": 0.944, "rule": "Secret", "severity": "medium", "confidence": "moderate", @@ -5814,7 +5814,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.997, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5841,7 +5841,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.938, + "ml_probability": 0.982, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5868,7 +5868,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.992, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5895,7 +5895,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.999, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5922,7 +5922,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.984, + "ml_probability": 0.987, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5949,7 +5949,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.1, + "ml_probability": 0.857, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5976,7 +5976,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.896, + "ml_probability": 0.994, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6003,7 +6003,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.01, + "ml_probability": 0.986, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6030,7 +6030,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.949, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6084,7 +6084,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6111,7 +6111,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.953, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6138,7 +6138,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 0.994, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6165,7 +6165,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 0.993, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6192,7 +6192,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.131, + "ml_probability": 0.526, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6219,7 +6219,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.603, + "ml_probability": 0.626, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6246,7 +6246,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.956, + "ml_probability": 0.995, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6273,7 +6273,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.029, + "ml_probability": 0.866, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6300,7 +6300,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.99, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6327,7 +6327,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.976, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6354,7 +6354,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.988, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6381,7 +6381,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.952, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6408,7 +6408,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.943, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6435,7 +6435,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6462,7 +6462,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.995, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6489,7 +6489,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6516,7 +6516,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6543,7 +6543,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.997, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6570,7 +6570,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.995, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6597,7 +6597,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.979, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6624,7 +6624,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.994, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6651,7 +6651,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.999, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6678,7 +6678,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.999, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6732,7 +6732,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.934, + "ml_probability": 0.991, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6759,7 +6759,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.97, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6786,7 +6786,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.978, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6948,7 +6948,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.999, + "ml_probability": 0.934, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -7657,7 +7657,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.978, + "ml_probability": 0.988, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -7819,7 +7819,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.458, + "ml_probability": 0.99, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -7846,7 +7846,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 0.999, "rule": "Secret", "severity": "medium", "confidence": "moderate", @@ -7954,7 +7954,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 0.992, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -8106,7 +8106,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 1.0, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -8204,7 +8204,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 1.0, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -8231,7 +8231,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 1.0, "rule": "Nonce", "severity": "medium", "confidence": "moderate", @@ -8366,7 +8366,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.0, + "ml_probability": 0.115, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -8393,7 +8393,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.98, + "ml_probability": 0.993, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -8420,7 +8420,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 0.996, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -8447,7 +8447,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.038, + "ml_probability": 0.279, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -8474,7 +8474,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.087, + "ml_probability": 0.797, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -8501,7 +8501,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.904, + "ml_probability": 0.99, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -8555,7 +8555,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.994, + "ml_probability": 0.993, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -8582,7 +8582,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 0.994, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -8609,7 +8609,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.818, + "ml_probability": 0.868, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -8636,7 +8636,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.978, + "ml_probability": 0.988, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -8663,7 +8663,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.997, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -8690,7 +8690,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.978, + "ml_probability": 0.988, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -8717,7 +8717,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.963, + "ml_probability": 0.982, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -9066,7 +9066,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.308, + "ml_probability": 0.41, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -9120,7 +9120,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.887, + "ml_probability": 0.926, "rule": "Salt", "severity": "medium", "confidence": "moderate", @@ -9147,7 +9147,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.125, + "ml_probability": 0.021, "rule": "Salt", "severity": "medium", "confidence": "moderate", @@ -9174,7 +9174,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.907, + "ml_probability": 0.857, "rule": "Salt", "severity": "medium", "confidence": "moderate", @@ -9201,7 +9201,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.816, + "ml_probability": 0.886, "rule": "Salt", "severity": "medium", "confidence": "moderate", @@ -9228,7 +9228,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.665, + "ml_probability": 0.993, "rule": "Salt", "severity": "medium", "confidence": "moderate", @@ -9255,7 +9255,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.192, + "ml_probability": 0.295, "rule": "Secret", "severity": "medium", "confidence": "moderate", @@ -9714,7 +9714,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.804, + "ml_probability": 0.996, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -9741,7 +9741,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.716, + "ml_probability": 0.983, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -9768,7 +9768,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.999, + "ml_probability": 1.0, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -9822,7 +9822,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.994, + "ml_probability": 0.999, "rule": "URL Credentials", "severity": "high", "confidence": "moderate", @@ -9876,7 +9876,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 1.0, + "ml_probability": 0.999, "rule": "Credential", "severity": "medium", "confidence": "moderate", @@ -9903,7 +9903,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.993, + "ml_probability": 0.975, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -9930,7 +9930,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.971, + "ml_probability": 0.973, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -9957,7 +9957,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 1.0, + "ml_probability": 0.999, "rule": "Credential", "severity": "medium", "confidence": "moderate", @@ -9984,7 +9984,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.989, + "ml_probability": 0.997, "rule": "URL Credentials", "severity": "high", "confidence": "moderate", @@ -10065,7 +10065,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.911, + "ml_probability": 0.933, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -10092,7 +10092,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.0, + "ml_probability": 0.001, "rule": "Password", "severity": "medium", "confidence": "moderate", diff --git a/tests/data/output.json b/tests/data/output.json index de20dcb49..ec34e6e14 100644 --- a/tests/data/output.json +++ b/tests/data/output.json @@ -191,7 +191,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.87, + "ml_probability": 0.907, "rule": "Auth", "severity": "medium", "confidence": "moderate", @@ -245,7 +245,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.99, + "ml_probability": 0.997, "rule": "Auth", "severity": "medium", "confidence": "moderate", @@ -272,7 +272,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.999, + "ml_probability": 1.0, "rule": "Auth", "severity": "medium", "confidence": "moderate", @@ -299,7 +299,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.963, + "ml_probability": 0.999, "rule": "Auth", "severity": "medium", "confidence": "moderate", @@ -451,7 +451,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.924, + "ml_probability": 0.735, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -549,25 +549,52 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.922, + "ml_probability": 0.973, "rule": "Key", "severity": "medium", "confidence": "moderate", "line_data_list": [ { - "line": "\"AwsAccessKey\": \"AKIAGIREOGIAWSKEY123\", \"AwsAccessKey2\": \"AKIAGIREOGIAWSKEY555\",", - "line_num": 2, + "line": "\"AwsSecretKey\":\"CrackleGiReoGi123CrackleGiReoGi123AWSkey\"", + "line_num": 4, "path": "tests/samples/aws_multi.groovy", "info": "", - "value": "AKIAGIREOGIAWSKEY555", - "value_start": 58, - "value_end": 78, - "variable": "AwsAccessKey2", - "variable_start": 41, - "variable_end": 54, + "value": "CrackleGiReoGi123CrackleGiReoGi123AWSkey", + "value_start": 16, + "value_end": 56, + "variable": "AwsSecretKey", + "variable_start": 1, + "variable_end": 13, "entropy_validation": { "iterator": "BASE64_CHARS", - "entropy": 3.3086949695628425, + "entropy": 4.012814895472355, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.973, + "rule": "Secret", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "\"AwsSecretKey\":\"CrackleGiReoGi123CrackleGiReoGi123AWSkey\"", + "line_num": 4, + "path": "tests/samples/aws_multi.groovy", + "info": "", + "value": "CrackleGiReoGi123CrackleGiReoGi123AWSkey", + "value_start": 16, + "value_end": 56, + "variable": "AwsSecretKey", + "variable_start": 1, + "variable_end": 13, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 4.012814895472355, "valid": false } } @@ -603,7 +630,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.994, + "ml_probability": 0.976, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -927,7 +954,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.966, + "ml_probability": 0.943, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -954,7 +981,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 0.971, "rule": "Certificate", "severity": "medium", "confidence": "moderate", @@ -981,7 +1008,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 0.987, "rule": "Credential", "severity": "medium", "confidence": "moderate", @@ -1089,7 +1116,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.775, + "ml_probability": 0.722, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1116,7 +1143,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.881, + "ml_probability": 0.849, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1143,7 +1170,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.977, + "ml_probability": 0.98, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1170,7 +1197,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.786, + "ml_probability": 0.775, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1224,7 +1251,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.994, + "ml_probability": 0.992, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1251,7 +1278,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.969, + "ml_probability": 0.979, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1278,7 +1305,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.812, + "ml_probability": 0.811, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1305,7 +1332,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.941, + "ml_probability": 0.958, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1332,7 +1359,34 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.969, + "ml_probability": 0.664, + "rule": "Password", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "ID:master PWD:dipPr112Gg!", + "line_num": 13, + "path": "tests/samples/doc_id_pair_passwd_pair", + "info": "", + "value": "dipPr112Gg!", + "value_start": 14, + "value_end": 25, + "variable": "PWD", + "variable_start": 10, + "variable_end": 13, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 2.9631196533066344, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.975, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1359,7 +1413,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.975, + "ml_probability": 0.983, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1386,7 +1440,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.963, + "ml_probability": 0.986, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1413,7 +1467,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.97, + "ml_probability": 0.985, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1440,7 +1494,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.972, + "ml_probability": 0.956, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1467,7 +1521,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.965, + "ml_probability": 0.979, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1494,7 +1548,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.959, + "ml_probability": 0.967, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1521,7 +1575,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.926, + "ml_probability": 0.953, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1548,7 +1602,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.954, + "ml_probability": 0.995, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1575,7 +1629,34 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.735, + "ml_probability": 0.627, + "rule": "Password", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "id:master pass:dipPr122Gg!", + "line_num": 23, + "path": "tests/samples/doc_id_pair_passwd_pair", + "info": "", + "value": "dipPr122Gg!", + "value_start": 15, + "value_end": 26, + "variable": "pass", + "variable_start": 10, + "variable_end": 14, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 2.9631196533066344, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.862, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1602,7 +1683,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.928, + "ml_probability": 0.858, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1629,7 +1710,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.893, + "ml_probability": 0.961, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1656,7 +1737,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.791, + "ml_probability": 0.905, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1683,7 +1764,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.915, + "ml_probability": 0.945, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1710,7 +1791,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.941, + "ml_probability": 0.906, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1737,7 +1818,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.639, + "ml_probability": 0.899, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1764,7 +1845,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.945, + "ml_probability": 0.929, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1791,7 +1872,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.85, + "ml_probability": 0.792, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1818,7 +1899,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.893, + "ml_probability": 0.993, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1845,7 +1926,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.811, + "ml_probability": 0.888, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1872,7 +1953,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.973, + "ml_probability": 0.985, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1926,7 +2007,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.997, + "ml_probability": 0.996, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1953,7 +2034,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.949, + "ml_probability": 0.93, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -1980,7 +2061,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.969, + "ml_probability": 0.954, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2007,7 +2088,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.99, + "ml_probability": 0.995, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2034,7 +2115,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.991, + "ml_probability": 0.992, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2061,7 +2142,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.849, + "ml_probability": 0.975, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2088,7 +2169,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.978, + "ml_probability": 0.984, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2115,7 +2196,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.969, + "ml_probability": 0.987, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2142,7 +2223,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.977, + "ml_probability": 0.982, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2169,7 +2250,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.928, + "ml_probability": 0.949, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2196,7 +2277,34 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.736, + "ml_probability": 0.878, + "rule": "Password", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "(98.76.54.32)ID:master PW:dipPr149Gg!", + "line_num": 50, + "path": "tests/samples/doc_id_pair_passwd_pair", + "info": "", + "value": "dipPr149Gg!", + "value_start": 26, + "value_end": 37, + "variable": "PW", + "variable_start": 23, + "variable_end": 25, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 3.1449378351248165, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.779, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2223,7 +2331,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.629, + "ml_probability": 0.799, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2250,7 +2358,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.984, + "ml_probability": 0.941, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2277,7 +2385,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2304,7 +2412,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.988, + "ml_probability": 0.98, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2331,7 +2439,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 0.995, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2358,7 +2466,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.986, + "ml_probability": 0.983, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2385,7 +2493,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.994, + "ml_probability": 0.986, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2412,7 +2520,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.987, + "ml_probability": 0.958, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2439,7 +2547,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.976, + "ml_probability": 0.969, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2466,7 +2574,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.652, + "ml_probability": 0.964, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2493,7 +2601,34 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.989, + "ml_probability": 0.882, + "rule": "Password", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "dipPr163Gg! ID:master dipPr163Gg! PWD:dipPr163Gg!", + "line_num": 64, + "path": "tests/samples/doc_id_pair_passwd_pair", + "info": "", + "value": "dipPr163Gg!", + "value_start": 38, + "value_end": 49, + "variable": "PWD", + "variable_start": 34, + "variable_end": 37, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 3.1449378351248165, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.995, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2520,7 +2655,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 0.984, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2547,7 +2682,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.855, + "ml_probability": 0.938, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2574,7 +2709,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.925, + "ml_probability": 0.984, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2601,7 +2736,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.921, + "ml_probability": 0.964, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2628,7 +2763,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.944, + "ml_probability": 0.956, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2655,7 +2790,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2682,7 +2817,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.997, + "ml_probability": 0.991, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2763,7 +2898,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.994, + "ml_probability": 0.989, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2790,7 +2925,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.993, + "ml_probability": 0.996, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2817,7 +2952,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.975, + "ml_probability": 0.962, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2844,7 +2979,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.759, + "ml_probability": 0.896, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2871,7 +3006,34 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.766, + "ml_probability": 0.821, + "rule": "Password", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "id:master,default pw:dipPr182Gg!", + "line_num": 83, + "path": "tests/samples/doc_id_pair_passwd_pair", + "info": "", + "value": "dipPr182Gg!", + "value_start": 21, + "value_end": 32, + "variable": "pw", + "variable_start": 18, + "variable_end": 20, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 3.1449378351248165, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.923, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2898,7 +3060,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.971, + "ml_probability": 0.982, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2925,7 +3087,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.839, + "ml_probability": 0.904, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2952,7 +3114,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.871, + "ml_probability": 0.948, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -2979,7 +3141,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.904, + "ml_probability": 0.987, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3006,7 +3168,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.973, + "ml_probability": 0.983, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3033,7 +3195,34 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.968, + "ml_probability": 0.658, + "rule": "Password", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "id:master@example.com,pw:dipPr198Gg!", + "line_num": 99, + "path": "tests/samples/doc_id_pair_passwd_pair", + "info": "", + "value": "dipPr198Gg!", + "value_start": 25, + "value_end": 36, + "variable": "master@example.com,pw", + "variable_start": 3, + "variable_end": 24, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 3.1449378351248165, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.948, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3060,7 +3249,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.921, + "ml_probability": 0.877, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3087,7 +3276,34 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.745, + "ml_probability": 0.763, + "rule": "Password", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "98.76.54.32(ID:master/PW:iPp10@GRq) # todo: move into other sample ?", + "line_num": 11, + "path": "tests/samples/doc_id_passwd_pair", + "info": "", + "value": "iPp10@GRq)", + "value_start": 25, + "value_end": 35, + "variable": "PW", + "variable_start": 22, + "variable_end": 24, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 2.65754247590989, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.928, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3114,7 +3330,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.874, + "ml_probability": 0.875, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3141,7 +3357,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.959, + "ml_probability": 0.882, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3168,34 +3384,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.847, - "rule": "Password", - "severity": "medium", - "confidence": "moderate", - "line_data_list": [ - { - "line": "pw:Prl23Db#@", - "line_num": 3, - "path": "tests/samples/doc_passwd_pair", - "info": "", - "value": "Prl23Db#@", - "value_start": 3, - "value_end": 12, - "variable": "pw", - "variable_start": 0, - "variable_end": 2, - "entropy_validation": { - "iterator": "BASE64_CHARS", - "entropy": 2.4654972233440207, - "valid": false - } - } - ] - }, - { - "api_validation": "NOT_AVAILABLE", - "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.939, + "ml_probability": 0.903, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3222,7 +3411,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.968, + "ml_probability": 0.75, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3249,7 +3438,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.988, + "ml_probability": 0.977, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3276,7 +3465,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.967, + "ml_probability": 0.85, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3303,7 +3492,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.984, + "ml_probability": 0.961, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3330,7 +3519,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.952, + "ml_probability": 0.989, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3357,7 +3546,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.931, + "ml_probability": 0.706, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3384,7 +3573,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.951, + "ml_probability": 0.978, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3411,7 +3600,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.982, + "ml_probability": 0.955, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3438,7 +3627,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.883, + "ml_probability": 0.832, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3465,7 +3654,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.946, + "ml_probability": 0.88, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3492,7 +3681,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.926, + "ml_probability": 0.939, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3519,7 +3708,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.985, + "ml_probability": 0.962, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3546,7 +3735,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.939, + "ml_probability": 0.966, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3573,7 +3762,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.967, + "ml_probability": 0.971, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3600,7 +3789,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.959, + "ml_probability": 0.945, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3627,7 +3816,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.886, + "ml_probability": 0.937, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3654,7 +3843,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.67, + "ml_probability": 0.873, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3681,7 +3870,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.985, + "ml_probability": 0.969, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3708,7 +3897,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.951, + "ml_probability": 0.933, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3735,7 +3924,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.822, + "ml_probability": 0.935, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3762,7 +3951,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.767, + "ml_probability": 0.787, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3789,7 +3978,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.916, + "ml_probability": 0.829, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3816,7 +4005,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.992, + "ml_probability": 0.98, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3843,7 +4032,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.992, + "ml_probability": 0.977, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3870,7 +4059,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.991, + "ml_probability": 0.971, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -3897,7 +4086,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 1.0, + "ml_probability": 0.999, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -3924,7 +4113,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.999, + "ml_probability": 1.0, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -4167,7 +4356,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 0.999, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -4248,7 +4437,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 1.0, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -4329,7 +4518,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.994, + "ml_probability": 0.999, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -4464,7 +4653,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.995, + "ml_probability": 0.998, "rule": "Auth", "severity": "medium", "confidence": "moderate", @@ -4491,7 +4680,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.995, + "ml_probability": 0.998, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -4518,7 +4707,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.956, + "ml_probability": 0.995, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4545,7 +4734,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.896, + "ml_probability": 0.986, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4572,7 +4761,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.943, + "ml_probability": 0.964, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4599,7 +4788,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.972, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4680,7 +4869,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4707,7 +4896,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.933, + "ml_probability": 0.932, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4734,7 +4923,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.979, + "ml_probability": 0.993, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4761,7 +4950,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.988, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4788,7 +4977,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.972, + "ml_probability": 0.995, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4815,7 +5004,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.966, + "ml_probability": 0.989, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4842,7 +5031,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.982, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4869,7 +5058,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.899, + "ml_probability": 0.997, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4896,7 +5085,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.981, + "ml_probability": 0.995, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4950,7 +5139,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -4977,7 +5166,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5004,7 +5193,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.894, + "ml_probability": 0.944, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -5031,7 +5220,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.894, + "ml_probability": 0.944, "rule": "Secret", "severity": "medium", "confidence": "moderate", @@ -5058,7 +5247,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.997, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5085,7 +5274,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.938, + "ml_probability": 0.982, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5112,7 +5301,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.992, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5139,7 +5328,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.999, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5166,7 +5355,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.984, + "ml_probability": 0.987, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5193,7 +5382,34 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.896, + "ml_probability": 0.857, + "rule": "Password", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "gildong.hong@98.76.54.32,pw:IhqSb1Gg", + "line_num": 47, + "path": "tests/samples/doc_various", + "info": "", + "value": "IhqSb1Gg", + "value_start": 28, + "value_end": 36, + "variable": "gildong.hong@98.76.54.32,pw", + "variable_start": 0, + "variable_end": 27, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 3.0, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.994, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5220,7 +5436,34 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.949, + "ml_probability": 0.986, + "rule": "Password", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "\uacc4\uc815/Password-xxxx:master/IhqSb1Gg", + "line_num": 55, + "path": "tests/samples/doc_various", + "info": "", + "value": "master/IhqSb1Gg", + "value_start": 17, + "value_end": 32, + "variable": "Password-xxxx", + "variable_start": 3, + "variable_end": 16, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 3.906890595608518, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5274,7 +5517,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5301,7 +5544,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.953, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5328,7 +5571,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 0.994, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5355,7 +5598,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 0.993, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5382,7 +5625,34 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.956, + "ml_probability": 0.626, + "rule": "Password", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "(ID&PWD):master/IhqSb1Gg", + "line_num": 71, + "path": "tests/samples/doc_various", + "info": "", + "value": "master/IhqSb1Gg", + "value_start": 9, + "value_end": 24, + "variable": "PWD)", + "variable_start": 4, + "variable_end": 8, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 3.906890595608518, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.995, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5409,7 +5679,34 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.99, + "ml_probability": 0.866, + "rule": "Password", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "master@98.76.54.32,PW:IhqSb1Gg", + "line_num": 74, + "path": "tests/samples/doc_various", + "info": "", + "value": "IhqSb1Gg", + "value_start": 22, + "value_end": 30, + "variable": "master@98.76.54.32,PW", + "variable_start": 0, + "variable_end": 21, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 3.0, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5436,7 +5733,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.976, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5463,7 +5760,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.988, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5490,7 +5787,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.952, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5517,7 +5814,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.943, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5544,7 +5841,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5571,7 +5868,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.995, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5598,7 +5895,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5625,7 +5922,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5652,7 +5949,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.997, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5679,7 +5976,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.995, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5706,7 +6003,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.979, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5733,7 +6030,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.994, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5760,7 +6057,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.999, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5787,7 +6084,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.999, + "ml_probability": 1.0, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5841,7 +6138,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.934, + "ml_probability": 0.991, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5868,7 +6165,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.97, + "ml_probability": 0.998, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -5895,7 +6192,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.978, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6057,7 +6354,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.999, + "ml_probability": 0.934, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -6766,7 +7063,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.978, + "ml_probability": 0.988, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -6928,7 +7225,34 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 0.99, + "rule": "Key", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "prKeyValid=LS0tLS1CRUdJTiBQUklWQVRFIENDcUdTTTQ5QXdFSEJHMHdhd0lCQVFRZ0ViVnpmUGWxhQW9KQWwrLzZYdDJPNG1PQjYxMXNPaFJBTkNBQVNnRlRLandKQUFVOTVnKysvdnpLV0hrekFWbU5NSQp0QjV2VGpaT09Jd25FYjcwTXNXWkZJeVVGRDFQOUd3c3R6NCtha0hYN3ZJOEJINmhIbUJtZmVRbAotLS0tLUVORCBQUklWJNR0J5cUdTTTQ5QW5aUHhmQXl4cUUKWlYwNdFR0QVRFIEtFWS0tLS0tCgtFWS0tLS0tCk1JR0hBZ0VBTU==", + "line_num": 1, + "path": "tests/samples/key.hs", + "info": "", + "value": "LS0tLS1CRUdJTiBQUklWQVRFIENDcUdTTTQ5QXdFSEJHMHdhd0lCQVFRZ0ViVnpmUGWxhQW9KQWwrLzZYdDJPNG1PQjYxMXNPaFJBTkNBQVNnRlRLandKQUFVOTVnKysvdnpLV0hrekFWbU5NSQp0QjV2VGpaT09Jd25FYjcwTXNXWkZJeVVGRDFQOUd3c3R6NCtha0hYN3ZJOEJINmhIbUJtZmVRbAotLS0tLUVORCBQUklWJNR0J5cUdTTTQ5QW5aUHhmQXl4cUUKWlYwNdFR0QVRFIEtFWS0tLS0tCgtFWS0tLS0tCk1JR0hBZ0VBTU==", + "value_start": 11, + "value_end": 335, + "variable": "prKeyValid", + "variable_start": 0, + "variable_end": 10, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 5.428808109703668, + "valid": true + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.999, "rule": "Secret", "severity": "medium", "confidence": "moderate", @@ -7036,7 +7360,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 0.992, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -7188,7 +7512,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 1.0, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -7286,7 +7610,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 1.0, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -7313,7 +7637,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 1.0, "rule": "Nonce", "severity": "medium", "confidence": "moderate", @@ -7448,7 +7772,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.98, + "ml_probability": 0.993, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -7475,7 +7799,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.998, + "ml_probability": 0.996, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -7502,7 +7826,34 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.904, + "ml_probability": 0.797, + "rule": "Password", + "severity": "medium", + "confidence": "moderate", + "line_data_list": [ + { + "line": "if passworsd == \"q4c1a2oPd\": # __eq__ separator", + "line_num": 5, + "path": "tests/samples/pass_valid", + "info": "", + "value": "q4c1a2oPd", + "value_start": 17, + "value_end": 26, + "variable": "passworsd", + "variable_start": 3, + "variable_end": 12, + "entropy_validation": { + "iterator": "BASE64_CHARS", + "entropy": 3.169925001442312, + "valid": false + } + } + ] + }, + { + "api_validation": "NOT_AVAILABLE", + "ml_validation": "VALIDATED_KEY", + "ml_probability": 0.99, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -7556,7 +7907,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.994, + "ml_probability": 0.993, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -7583,7 +7934,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.996, + "ml_probability": 0.994, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -7610,7 +7961,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.818, + "ml_probability": 0.868, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -7637,7 +7988,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.978, + "ml_probability": 0.988, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -7664,7 +8015,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.997, + "ml_probability": 0.999, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -7691,7 +8042,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.978, + "ml_probability": 0.988, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -7718,7 +8069,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.963, + "ml_probability": 0.982, "rule": "Password", "severity": "medium", "confidence": "moderate", @@ -8094,7 +8445,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.887, + "ml_probability": 0.926, "rule": "Salt", "severity": "medium", "confidence": "moderate", @@ -8121,7 +8472,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.907, + "ml_probability": 0.857, "rule": "Salt", "severity": "medium", "confidence": "moderate", @@ -8148,7 +8499,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.816, + "ml_probability": 0.886, "rule": "Salt", "severity": "medium", "confidence": "moderate", @@ -8175,7 +8526,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.665, + "ml_probability": 0.993, "rule": "Salt", "severity": "medium", "confidence": "moderate", @@ -8634,7 +8985,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.804, + "ml_probability": 0.996, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -8661,7 +9012,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.716, + "ml_probability": 0.983, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -8688,7 +9039,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.999, + "ml_probability": 1.0, "rule": "Token", "severity": "medium", "confidence": "moderate", @@ -8742,7 +9093,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.994, + "ml_probability": 0.999, "rule": "URL Credentials", "severity": "high", "confidence": "moderate", @@ -8796,7 +9147,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 1.0, + "ml_probability": 0.999, "rule": "Credential", "severity": "medium", "confidence": "moderate", @@ -8823,7 +9174,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.993, + "ml_probability": 0.975, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -8850,7 +9201,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.971, + "ml_probability": 0.973, "rule": "Key", "severity": "medium", "confidence": "moderate", @@ -8877,7 +9228,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 1.0, + "ml_probability": 0.999, "rule": "Credential", "severity": "medium", "confidence": "moderate", @@ -8904,7 +9255,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.989, + "ml_probability": 0.997, "rule": "URL Credentials", "severity": "high", "confidence": "moderate", @@ -8985,7 +9336,7 @@ { "api_validation": "NOT_AVAILABLE", "ml_validation": "VALIDATED_KEY", - "ml_probability": 0.911, + "ml_probability": 0.933, "rule": "Password", "severity": "medium", "confidence": "moderate", diff --git a/tests/ml_model/test_ml_validator.py b/tests/ml_model/test_ml_validator.py index 3e61d2e1a..369c4ce88 100644 --- a/tests/ml_model/test_ml_validator.py +++ b/tests/ml_model/test_ml_validator.py @@ -48,7 +48,7 @@ def validate(_candidate: Candidate) -> Tuple[bool, float]: candidate.line_data_list[0].value = "Ahga%$FiQ@Ei8" decision, probability = validate(candidate) - self.assertAlmostEqual(0.9997520446777344, probability, delta=NEGLIGIBLE_ML_THRESHOLD) + self.assertAlmostEqual(0.9996037483215332, probability, delta=NEGLIGIBLE_ML_THRESHOLD) candidate.line_data_list[0].path = "sample.py" candidate.line_data_list[0].file_type = ".yaml" @@ -58,12 +58,12 @@ def validate(_candidate: Candidate) -> Tuple[bool, float]: candidate.line_data_list[0].path = "test.zip" candidate.line_data_list[0].file_type = ".zip" decision, probability = validate(candidate) - self.assertAlmostEqual(0.9994281530380249, probability, delta=NEGLIGIBLE_ML_THRESHOLD) + self.assertAlmostEqual(0.9992872476577759, probability, delta=NEGLIGIBLE_ML_THRESHOLD) candidate.line_data_list[0].path = "other.txt" candidate.line_data_list[0].file_type = ".txt" decision, probability = validate(candidate) - self.assertAlmostEqual(0.9980608820915222, probability, delta=NEGLIGIBLE_ML_THRESHOLD) + self.assertAlmostEqual(0.9987422823905945, probability, delta=NEGLIGIBLE_ML_THRESHOLD) def test_ml_validator_auxiliary_p(self): candidate = Candidate.get_dummy_candidate(self.config, "secret", "", "") @@ -82,14 +82,14 @@ def test_ml_validator_auxiliary_p(self): candidate_key = CandidateKey(candidate.line_data_list[0]) sample_as_batch = [(candidate_key, [candidate])] is_cred_batch, probability_batch = self.ml_validator.validate_groups(sample_as_batch, 2) - self.assertAlmostEqual(0.16333681344985962, probability_batch[0], delta=NEGLIGIBLE_ML_THRESHOLD) + self.assertAlmostEqual(0.9906566739082336, probability_batch[0], delta=NEGLIGIBLE_ML_THRESHOLD) # auxiliary rule in train does not increase ML probability yet - will be used after next train aux_candidate.rule_name = "UUID" sample_as_batch = [(candidate_key, [candidate, aux_candidate])] is_cred_batch, probability_batch = self.ml_validator.validate_groups(sample_as_batch, 2) - self.assertAlmostEqual(0.16333681344985962, probability_batch[0], delta=NEGLIGIBLE_ML_THRESHOLD) + self.assertAlmostEqual(0.9906566739082336, probability_batch[0], delta=NEGLIGIBLE_ML_THRESHOLD) def test_extract_features_p(self): candidate1 = Candidate.get_dummy_candidate(self.config, "main.py", ".py", "info") From 75df1c86681641f20f22d95f2a4bc2d9f17fbe31 Mon Sep 17 00:00:00 2001 From: Roman Babenko Date: Mon, 19 Aug 2024 09:56:10 +0300 Subject: [PATCH 07/13] style --- experiment/src/data_loader.py | 2 +- experiment/src/prepare_data.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/experiment/src/data_loader.py b/experiment/src/data_loader.py index 07514b487..b575008f3 100644 --- a/experiment/src/data_loader.py +++ b/experiment/src/data_loader.py @@ -215,7 +215,7 @@ def read_text(path) -> list[str]: + line[markup["ValueStart"]:markup["ValueEnd"]] \ + Style.RESET_ALL \ + line[markup["ValueEnd"]:] - elif 0 <= markup["ValueStart"] : + elif 0 <= markup["ValueStart"]: line = line[:markup["ValueStart"]] \ + Fore.LIGHTGREEN_EX \ + line[:markup["ValueStart"]] \ diff --git a/experiment/src/prepare_data.py b/experiment/src/prepare_data.py index 3d2c24d02..34ca997bd 100644 --- a/experiment/src/prepare_data.py +++ b/experiment/src/prepare_data.py @@ -38,7 +38,7 @@ def prepare_train_data(cred_data_location: str, j: int): new_rules = [x for x in rules if x.get("use_ml")] Util.yaml_dump(new_rules, "results/train_config.yaml") - meta_checksum=data_checksum(Path(cred_data_location) / "meta") + meta_checksum = data_checksum(Path(cred_data_location) / "meta") print(f"meta checksum {meta_checksum}") data_dir_checksum = data_checksum(Path(cred_data_location) / "data") From 2d2db83cbae1e3eb12d8fc4bdfb3aae89a6fb80a Mon Sep 17 00:00:00 2001 From: Roman Babenko Date: Mon, 19 Aug 2024 10:02:42 +0300 Subject: [PATCH 08/13] md5sum of ml model --- .github/workflows/check.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/check.yml b/.github/workflows/check.yml index 0cfa1cf9b..bd9a1faff 100644 --- a/.github/workflows/check.yml +++ b/.github/workflows/check.yml @@ -58,7 +58,7 @@ jobs: - name: Check ml_model.onnx integrity if: ${{ always() && steps.code_checkout.conclusion == 'success' }} run: | - md5sum --binary credsweeper/ml_model/ml_model.onnx | grep 62d92ab2f91a18e861d846a7b8a0c3a7 + md5sum --binary credsweeper/ml_model/ml_model.onnx | grep 88f37978fc0599ac8d1bf732ad40c077 # # # Python setup From 76746777a7af6cb5476ab225811eaa4454699959 Mon Sep 17 00:00:00 2001 From: Roman Babenko Date: Mon, 19 Aug 2024 10:04:11 +0300 Subject: [PATCH 09/13] model config check --- .github/workflows/check.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/check.yml b/.github/workflows/check.yml index bd9a1faff..caae36812 100644 --- a/.github/workflows/check.yml +++ b/.github/workflows/check.yml @@ -59,6 +59,7 @@ jobs: if: ${{ always() && steps.code_checkout.conclusion == 'success' }} run: | md5sum --binary credsweeper/ml_model/ml_model.onnx | grep 88f37978fc0599ac8d1bf732ad40c077 + md5sum --binary credsweeper/ml_model/model_config.json | grep 2b29c5e1aa199d14b788652bd542c7c0 # # # Python setup From 4bb5de8ccdd15396e926625224ed81c94ad569e9 Mon Sep 17 00:00:00 2001 From: Roman Babenko Date: Mon, 19 Aug 2024 11:00:12 +0300 Subject: [PATCH 10/13] custom ref rollback --- .github/workflows/benchmark.yml | 14 +++++--------- 1 file changed, 5 insertions(+), 9 deletions(-) diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml index 12a986df0..5580138bc 100644 --- a/.github/workflows/benchmark.yml +++ b/.github/workflows/benchmark.yml @@ -22,8 +22,7 @@ jobs: - name: Checkout CredData uses: actions/checkout@v4 with: - repository: babenek/CredData - ref: auxiliary2 + repository: Samsung/CredData - name: Markup hashing run: | @@ -73,8 +72,7 @@ jobs: - name: Checkout CredData uses: actions/checkout@v4 with: - repository: babenek/CredData - ref: auxiliary2 + repository: Samsung/CredData - name: Markup hashing run: | @@ -152,7 +150,7 @@ jobs: - name: Verify benchmark scores of the PR run: | - diff --ignore-all-space --ignore-blank-lines temp/CredSweeper/cicd/benchmark.txt benchmark.${{ github.event.pull_request.head.sha }}.log + diff --unified=3 --ignore-all-space --ignore-blank-lines temp/CredSweeper/cicd/benchmark.txt benchmark.${{ github.event.pull_request.head.sha }}.log # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # @@ -171,8 +169,7 @@ jobs: - name: Checkout CredData uses: actions/checkout@v4 with: - repository: babenek/CredData - ref: auxiliary2 + repository: Samsung/CredData - name: Markup hashing run: | @@ -354,8 +351,7 @@ jobs: - name: Checkout CredData uses: actions/checkout@v4 with: - repository: babenek/CredData - ref: auxiliary2 + repository: Samsung/CredData - name: Markup hashing run: | From 8a5c59df522d3354d34b81e651d9c082aadde587 Mon Sep 17 00:00:00 2001 From: Roman Babenko Date: Mon, 19 Aug 2024 11:23:39 +0300 Subject: [PATCH 11/13] Scores fix --- cicd/benchmark.txt | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/cicd/benchmark.txt b/cicd/benchmark.txt index 5268d7eab..fe555cbaf 100644 --- a/cicd/benchmark.txt +++ b/cicd/benchmark.txt @@ -1,4 +1,4 @@ -META MD5 46ed058cc55cc6e05b84e1b62d506059 +META MD5 67039fe64aba3375bbcf27f16984acc5 DATA MD5 4833f5614e463ecc7989b00a29499240 DATA: 16345157 interested lines. MARKUP: 62644 items FileType FileNumber ValidLines Positives Negatives Templates @@ -184,7 +184,7 @@ FileType FileNumber ValidLines Positives Negatives Templat .snap 3 1708 9 30 2 .spec 2 332 2 .spin 1 565 1 -.sql 27 6606 126 56 4 +.sql 27 6606 126 57 3 .storyboard 20 1802 341 .strings 20 1240 137 .stub 3 84 6 @@ -222,7 +222,7 @@ FileType FileNumber ValidLines Positives Negatives Templat .yml 418 36162 545 892 380 .zsh 6 872 12 .zsh-theme 1 97 1 -TOTAL: 10259 16345157 12150 50324 5112 +TOTAL: 10259 16345157 12150 50325 5111 credsweeper result_cnt : 11387, lost_cnt : 0, true_cnt : 11084, false_cnt : 303 Rules Positives Negatives Templates Reported TP FP TN FN FPR FNR ACC PRC RCL F1 ------------------------------ ----------- ----------- ----------- ---------- ----- ---- ----- ---- -------- -------- -------- -------- -------- -------- @@ -257,7 +257,7 @@ Key 3918 15693 482 397 Nonce 91 49 0 87 87 0 49 4 0.000000 0.043956 0.971429 1.000000 0.956044 0.977528 Other 0 8291 1 0 0 8292 0 0.000000 1.000000 PEM Private Key 1019 1483 0 1023 1019 4 1479 0 0.002697 0.000000 0.998401 0.996090 1.000000 0.998041 -Password 1843 7526 2712 1719 1661 58 10180 182 0.005665 0.098752 0.980134 0.966259 0.901248 0.932622 +Password 1843 7527 2711 1719 1661 58 10180 182 0.005665 0.098752 0.980134 0.966259 0.901248 0.932622 Salt 45 76 2 42 41 1 77 4 0.012821 0.088889 0.959350 0.976190 0.911111 0.942529 Secret 1297 1575 799 1270 1268 2 2372 29 0.000842 0.022359 0.991555 0.998425 0.977641 0.987924 Seed 1 6 0 0 0 6 1 0.000000 1.000000 0.857143 0.000000 @@ -266,4 +266,4 @@ Token 648 4177 438 59 Twilio API Key 0 5 2 0 0 7 0 0.000000 1.000000 URL Credentials 208 145 225 212 205 6 364 3 0.016216 0.014423 0.984429 0.971564 0.985577 0.978520 UUID 1069 265 0 1068 1067 1 264 2 0.003774 0.001871 0.997751 0.999064 0.998129 0.998596 - 12150 50324 5112 11395 11084 303 50021 1066 0.006021 0.087737 0.978087 0.973391 0.912263 0.941836 + 12150 50325 5111 11395 11084 303 50022 1066 0.006021 0.087737 0.978087 0.973391 0.912263 0.941836 From 899cd9ba41702a790f0611772c6cac776528a7a6 Mon Sep 17 00:00:00 2001 From: Roman Babenko Date: Mon, 19 Aug 2024 11:25:23 +0300 Subject: [PATCH 12/13] Move cicd dir to .ci as not sourcecode related --- .github/workflows/benchmark.yml | 2 +- cicd/README.md | 4 - cicd/benchmark.txt | 269 -------------------------------- 3 files changed, 1 insertion(+), 274 deletions(-) delete mode 100644 cicd/README.md delete mode 100644 cicd/benchmark.txt diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml index 5580138bc..630077e3b 100644 --- a/.github/workflows/benchmark.yml +++ b/.github/workflows/benchmark.yml @@ -150,7 +150,7 @@ jobs: - name: Verify benchmark scores of the PR run: | - diff --unified=3 --ignore-all-space --ignore-blank-lines temp/CredSweeper/cicd/benchmark.txt benchmark.${{ github.event.pull_request.head.sha }}.log + diff --unified=3 --ignore-all-space --ignore-blank-lines temp/CredSweeper/.ci/benchmark.txt benchmark.${{ github.event.pull_request.head.sha }}.log # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # diff --git a/cicd/README.md b/cicd/README.md deleted file mode 100644 index c26c01276..000000000 --- a/cicd/README.md +++ /dev/null @@ -1,4 +0,0 @@ -# Directory to store auxiliary CI/CD files - -The following files are used for: - * **benchmark.txt** - template scores to compare it with benchmark diff --git a/cicd/benchmark.txt b/cicd/benchmark.txt deleted file mode 100644 index fe555cbaf..000000000 --- a/cicd/benchmark.txt +++ /dev/null @@ -1,269 +0,0 @@ -META MD5 67039fe64aba3375bbcf27f16984acc5 -DATA MD5 4833f5614e463ecc7989b00a29499240 -DATA: 16345157 interested lines. MARKUP: 62644 items -FileType FileNumber ValidLines Positives Negatives Templates ---------------- ------------ ------------ ----------- ----------- ----------- - 194 28318 66 414 85 -.1 2 641 2 5 -.admx 1 26 1 -.adoc 1 158 13 6 1 -.api 2 118 4 -.asciidoc 96 14471 50 347 27 -.axaml 5 286 5 -.backup 1 62 2 1 -.bash 2 2158 2 1 -.bat 4 233 14 2 -.bats 15 2804 14 49 9 -.bazel 3 424 8 -.build 2 40 3 -.bundle 4 1512 580 -.bzl 3 2503 11 -.c 179 284009 8 942 5 -.cc 29 30562 617 1 -.cf 3 126 2 1 -.cfg 1 385 1 1 -.cjs 1 725 3 6 -.clj 2 133 3 -.cljc 5 2421 11 -.cls 1 657 1 -.cmd 4 401 2 3 -.cnf 8 858 15 36 16 -.coffee 1 585 2 -.conf 60 4945 53 67 53 -.config 20 492 16 38 1 -.cpp 15 5688 2 61 -.creds 1 10 1 1 -.crlf 1 27 1 -.crt 2 4979 211 -.cs 268 79532 158 894 94 -.cshtml 5 180 12 -.csp 3 379 9 -.csproj 1 14 1 -.css 6 13564 10 -.csv 1 109 78 -.dart 2 22 2 -.deprecated 1 126 1 -.development 1 5 1 -.diff 2 2460 8 2 -.dist 5 257 7 13 -.doc 1 2489 3 -.dockerfile 1 19 1 -.dot 1 160 6 -.eex 4 74 8 -.ejs 1 13 1 -.env 10 136 11 3 17 -.erb 13 323 27 -.erl 4 96 7 -.ex 25 4968 5 98 5 -.example 17 1838 74 38 54 -.exs 24 4842 8 187 4 -.ext 5 211 1 4 2 -.fsproj 1 75 1 2 -.g4 2 201 2 -.gd 1 37 1 -.gml 3 3075 16 -.gni 3 5017 19 -.go 1080 566476 692 4117 739 -.golden 5 1168 1 13 29 -.gradle 45 3265 4 90 100 -.graphql 7 420 13 -.graphqls 1 30 1 -.groovy 22 4986 24 215 1 -.h 9 1958 36 -.haml 9 191 17 -.hbs 2 54 3 -.hs 14 4140 30 61 5 -.html 53 15327 22 110 18 -.idl 2 777 1 4 -.iml 6 699 30 -.in 6 2130 6 43 10 -.inc 2 56 2 1 -.ini 11 1437 25 12 18 -.ipynb 1 134 5 -.j 1 241 2 2 -.j2 30 5530 6 186 10 -.java 621 134132 360 1366 171 -.jenkinsfile 1 58 2 6 -.jinja2 1 64 2 -.js 659 536413 535 2489 330 -.json 850 13046270 1070 10897 140 -.jsp 13 3202 1 40 -.jsx 7 857 19 -.jwt 1 1 2 -.key 83 2737 70 14 -.kt 123 20774 67 379 3 -.l 1 982 1 -.las 1 6656 35 -.lasso 1 230 7 -.lasso9 1 164 5 -.ldif 2 286 20 -.ldiff 1 20 1 -.ldml 1 6656 35 -.leex 1 9 2 -.less 4 3023 12 -.libsonnet 2 210 1 11 -.list 2 15 2 -.lkml 1 43 1 -.lock 24 160912 142 -.log 2 199 38 52 -.lua 10 1924 37 3 -.m 16 13358 11 158 3 -.manifest 3 102 9 6 -.markdown 3 139 3 1 -.markerb 3 12 3 -.marko 1 21 2 -.md 674 149399 710 2336 624 -.mdx 3 549 7 -.mjml 1 18 1 -.mjs 22 4424 76 340 -.mk 1 5878 13 -.ml 1 1856 16 -.mlir 2 1596 19 -.mod 2 96 4 -.moo 1 1404 26 -.mqh 1 1023 2 -.msg 1 26644 1 1 -.mysql 1 36 2 -.ndjson 2 5006 69 237 2 -.nix 4 211 12 -.nolint 1 2 1 -.odd 1 1281 43 -.oracle 1 9 1 -.p8 4 64 4 -.pan 2 48 4 -.patch 4 109405 4 27 -.pbxproj 1 941 2 -.pem 48 1169 47 8 -.php 371 75710 128 1619 79 -.pl 16 14727 6 34 -.pm 3 744 7 -.po 3 2994 15 -.pod 9 1859 1 23 -.pony 1 83 4 -.postinst 2 354 4 15 -.pp 10 563 16 -.ppk 1 45 36 -.private 1 15 1 -.proj 1 85 5 -.properties 48 1621 52 27 33 -.proto 5 5768 2 49 -.ps1 16 8509 15 64 2 -.ps1xml 1 5022 1 -.pug 2 193 2 -.purs 1 69 4 -.pxd 1 150 5 2 -.py 890 291553 680 3292 728 -.pyi 4 1361 9 -.pyp 1 167 1 -.pyx 2 1094 23 -.r 4 62 6 3 1 -.rake 2 51 2 -.rb 860 131838 258 3311 613 -.re 1 31 1 -.red 1 159 1 -.release 1 13 4 -.response 1 26 2 -.resx 11 3519 310 -.rexx 1 92 3 -.rnh 1 1354 3 2 -.rno 1 7229 2 -.rrc 39 1404 281 -.rs 31 9855 2 233 11 -.rsc 1 691 1 -.rsp 16 7101 19 10 28 -.rst 86 33980 70 321 68 -.rules 1 6 2 -.sample 2 25 3 4 4 -.sbt 3 570 5 2 -.scala 40 5071 22 101 -.scss 16 8553 32 1 -.secrets 1 11 1 -.sh 143 21525 51 466 30 -.slim 1 153 1 2 -.smali 1 775 18 -.snap 3 1708 9 30 2 -.spec 2 332 2 -.spin 1 565 1 -.sql 27 6606 126 57 3 -.storyboard 20 1802 341 -.strings 20 1240 137 -.stub 3 84 6 -.sublime-keymap 1 3 1 -.sum 37 22854 283 -.svg 1 638 12 -.t 9 1767 24 43 14 -.td 2 14002 6 -.template 19 1633 4 35 11 -.test 2 24 25 4 -.testsettings 1 21 1 10 -.tf 21 1377 3 29 2 -.tfstate 4 307 22 11 4 -.tfvars 1 31 3 2 -.tl 2 2161 161 2 -.tmpl 5 336 3 9 -.token 1 1 3 -.toml 83 2379 53 105 156 -.tpl 1 43 1 -.travis 1 34 4 3 1 -.ts 583 106730 159 1800 201 -.tsx 54 7914 1 114 5 -.ttar 1 452 1 -.txt 440 78102 5299 6343 49 -.utf8 1 77 2 -.vsixmanifest 1 36 1 -.vsmdi 1 6 2 -.vue 50 8736 1 154 1 -.xaml 21 8103 162 -.xcscheme 1 109 6 -.xib 11 503 169 -.xml 9 689 9 -.xsl 1 311 1 -.yaml 137 19004 123 345 44 -.yml 418 36162 545 892 380 -.zsh 6 872 12 -.zsh-theme 1 97 1 -TOTAL: 10259 16345157 12150 50325 5111 -credsweeper result_cnt : 11387, lost_cnt : 0, true_cnt : 11084, false_cnt : 303 -Rules Positives Negatives Templates Reported TP FP TN FN FPR FNR ACC PRC RCL F1 ------------------------------- ----------- ----------- ----------- ---------- ----- ---- ----- ---- -------- -------- -------- -------- -------- -------- -API 128 3161 189 119 115 4 3346 13 0.001194 0.101562 0.995112 0.966387 0.898438 0.931174 -AWS Client ID 167 21 0 160 160 0 21 7 0.000000 0.041916 0.962766 1.000000 0.958084 0.978593 -AWS Multi 75 16 0 87 75 11 5 0 0.687500 0.000000 0.879121 0.872093 1.000000 0.931677 -AWS S3 Bucket 66 24 0 92 66 24 0 0 1.000000 0.000000 0.733333 0.733333 1.000000 0.846154 -Atlassian Old PAT token 27 308 3 12 3 8 303 24 0.025723 0.888889 0.905325 0.272727 0.111111 0.157895 -Auth 418 2727 76 393 376 17 2786 42 0.006065 0.100478 0.981683 0.956743 0.899522 0.927250 -Azure Access Token 19 0 0 12 12 0 0 7 0.368421 0.631579 1.000000 0.631579 0.774194 -BASE64 Private Key 7 4 0 7 7 0 4 0 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000 -BASE64 encoded PEM Private Key 7 0 0 5 5 0 0 2 0.285714 0.714286 1.000000 0.714286 0.833333 -Bitbucket Client ID 143 2097 9 48 28 19 2087 115 0.009022 0.804196 0.940418 0.595745 0.195804 0.294737 -Bitbucket Client Secret 301 809 10 40 29 11 808 272 0.013431 0.903654 0.747321 0.725000 0.096346 0.170088 -Certificate 23 471 1 24 18 6 466 5 0.012712 0.217391 0.977778 0.750000 0.782609 0.765957 -Credential 95 420 74 93 93 0 494 2 0.000000 0.021053 0.996604 1.000000 0.978947 0.989362 -Docker Swarm Token 2 0 0 1 1 0 0 1 0.500000 0.500000 1.000000 0.500000 0.666667 -Dropbox App secret 64 139 1 46 35 10 130 29 0.071429 0.453125 0.808824 0.777778 0.546875 0.642202 -Facebook Access Token 0 1 0 0 0 1 0 0.000000 1.000000 -Firebase Domain 6 1 0 7 6 1 0 0 1.000000 0.000000 0.857143 0.857143 1.000000 0.923077 -Github Old Token 1 0 0 1 1 0 0 0 0.000000 1.000000 1.000000 1.000000 1.000000 -Gitlab Feed Token 189 751 87 56 44 11 827 145 0.013126 0.767196 0.848101 0.800000 0.232804 0.360656 -Gitlab Incoming Email Token 37 8 0 21 19 2 6 18 0.250000 0.486486 0.555556 0.904762 0.513514 0.655172 -Google API Key 12 0 0 12 12 0 0 0 0.000000 1.000000 1.000000 1.000000 1.000000 -Google Multi 10 2 0 11 10 1 1 0 0.500000 0.000000 0.916667 0.909091 1.000000 0.952381 -Google OAuth Access Token 3 0 0 3 3 0 0 0 0.000000 1.000000 1.000000 1.000000 1.000000 -Grafana Provisioned API Key 22 1 0 5 5 0 1 17 0.000000 0.772727 0.260870 1.000000 0.227273 0.370370 -JSON Web Token 170 61 0 131 131 0 61 39 0.000000 0.229412 0.831169 1.000000 0.770588 0.870432 -Jira / Confluence PAT token 0 4 0 0 0 4 0 0.000000 1.000000 -Jira 2FA 15 6 1 12 12 0 7 3 0.000000 0.200000 0.863636 1.000000 0.800000 0.888889 -Key 3918 15693 482 3973 3880 93 16082 38 0.005750 0.009699 0.993480 0.976592 0.990301 0.983399 -Nonce 91 49 0 87 87 0 49 4 0.000000 0.043956 0.971429 1.000000 0.956044 0.977528 -Other 0 8291 1 0 0 8292 0 0.000000 1.000000 -PEM Private Key 1019 1483 0 1023 1019 4 1479 0 0.002697 0.000000 0.998401 0.996090 1.000000 0.998041 -Password 1843 7527 2711 1719 1661 58 10180 182 0.005665 0.098752 0.980134 0.966259 0.901248 0.932622 -Salt 45 76 2 42 41 1 77 4 0.012821 0.088889 0.959350 0.976190 0.911111 0.942529 -Secret 1297 1575 799 1270 1268 2 2372 29 0.000842 0.022359 0.991555 0.998425 0.977641 0.987924 -Seed 1 6 0 0 0 6 1 0.000000 1.000000 0.857143 0.000000 -Slack Token 4 1 0 4 4 0 1 0 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000 -Token 648 4177 438 599 586 13 4602 62 0.002817 0.095679 0.985750 0.978297 0.904321 0.939856 -Twilio API Key 0 5 2 0 0 7 0 0.000000 1.000000 -URL Credentials 208 145 225 212 205 6 364 3 0.016216 0.014423 0.984429 0.971564 0.985577 0.978520 -UUID 1069 265 0 1068 1067 1 264 2 0.003774 0.001871 0.997751 0.999064 0.998129 0.998596 - 12150 50325 5111 11395 11084 303 50022 1066 0.006021 0.087737 0.978087 0.973391 0.912263 0.941836 From bcfb7088a3edf1087d22833d0f366d80062881cd Mon Sep 17 00:00:00 2001 From: Roman Babenko Date: Mon, 19 Aug 2024 12:47:39 +0300 Subject: [PATCH 13/13] Missed dir added --- .ci/README.md | 4 + .ci/benchmark.txt | 269 ++++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 273 insertions(+) create mode 100644 .ci/README.md create mode 100644 .ci/benchmark.txt diff --git a/.ci/README.md b/.ci/README.md new file mode 100644 index 000000000..c26c01276 --- /dev/null +++ b/.ci/README.md @@ -0,0 +1,4 @@ +# Directory to store auxiliary CI/CD files + +The following files are used for: + * **benchmark.txt** - template scores to compare it with benchmark diff --git a/.ci/benchmark.txt b/.ci/benchmark.txt new file mode 100644 index 000000000..fe555cbaf --- /dev/null +++ b/.ci/benchmark.txt @@ -0,0 +1,269 @@ +META MD5 67039fe64aba3375bbcf27f16984acc5 +DATA MD5 4833f5614e463ecc7989b00a29499240 +DATA: 16345157 interested lines. MARKUP: 62644 items +FileType FileNumber ValidLines Positives Negatives Templates +--------------- ------------ ------------ ----------- ----------- ----------- + 194 28318 66 414 85 +.1 2 641 2 5 +.admx 1 26 1 +.adoc 1 158 13 6 1 +.api 2 118 4 +.asciidoc 96 14471 50 347 27 +.axaml 5 286 5 +.backup 1 62 2 1 +.bash 2 2158 2 1 +.bat 4 233 14 2 +.bats 15 2804 14 49 9 +.bazel 3 424 8 +.build 2 40 3 +.bundle 4 1512 580 +.bzl 3 2503 11 +.c 179 284009 8 942 5 +.cc 29 30562 617 1 +.cf 3 126 2 1 +.cfg 1 385 1 1 +.cjs 1 725 3 6 +.clj 2 133 3 +.cljc 5 2421 11 +.cls 1 657 1 +.cmd 4 401 2 3 +.cnf 8 858 15 36 16 +.coffee 1 585 2 +.conf 60 4945 53 67 53 +.config 20 492 16 38 1 +.cpp 15 5688 2 61 +.creds 1 10 1 1 +.crlf 1 27 1 +.crt 2 4979 211 +.cs 268 79532 158 894 94 +.cshtml 5 180 12 +.csp 3 379 9 +.csproj 1 14 1 +.css 6 13564 10 +.csv 1 109 78 +.dart 2 22 2 +.deprecated 1 126 1 +.development 1 5 1 +.diff 2 2460 8 2 +.dist 5 257 7 13 +.doc 1 2489 3 +.dockerfile 1 19 1 +.dot 1 160 6 +.eex 4 74 8 +.ejs 1 13 1 +.env 10 136 11 3 17 +.erb 13 323 27 +.erl 4 96 7 +.ex 25 4968 5 98 5 +.example 17 1838 74 38 54 +.exs 24 4842 8 187 4 +.ext 5 211 1 4 2 +.fsproj 1 75 1 2 +.g4 2 201 2 +.gd 1 37 1 +.gml 3 3075 16 +.gni 3 5017 19 +.go 1080 566476 692 4117 739 +.golden 5 1168 1 13 29 +.gradle 45 3265 4 90 100 +.graphql 7 420 13 +.graphqls 1 30 1 +.groovy 22 4986 24 215 1 +.h 9 1958 36 +.haml 9 191 17 +.hbs 2 54 3 +.hs 14 4140 30 61 5 +.html 53 15327 22 110 18 +.idl 2 777 1 4 +.iml 6 699 30 +.in 6 2130 6 43 10 +.inc 2 56 2 1 +.ini 11 1437 25 12 18 +.ipynb 1 134 5 +.j 1 241 2 2 +.j2 30 5530 6 186 10 +.java 621 134132 360 1366 171 +.jenkinsfile 1 58 2 6 +.jinja2 1 64 2 +.js 659 536413 535 2489 330 +.json 850 13046270 1070 10897 140 +.jsp 13 3202 1 40 +.jsx 7 857 19 +.jwt 1 1 2 +.key 83 2737 70 14 +.kt 123 20774 67 379 3 +.l 1 982 1 +.las 1 6656 35 +.lasso 1 230 7 +.lasso9 1 164 5 +.ldif 2 286 20 +.ldiff 1 20 1 +.ldml 1 6656 35 +.leex 1 9 2 +.less 4 3023 12 +.libsonnet 2 210 1 11 +.list 2 15 2 +.lkml 1 43 1 +.lock 24 160912 142 +.log 2 199 38 52 +.lua 10 1924 37 3 +.m 16 13358 11 158 3 +.manifest 3 102 9 6 +.markdown 3 139 3 1 +.markerb 3 12 3 +.marko 1 21 2 +.md 674 149399 710 2336 624 +.mdx 3 549 7 +.mjml 1 18 1 +.mjs 22 4424 76 340 +.mk 1 5878 13 +.ml 1 1856 16 +.mlir 2 1596 19 +.mod 2 96 4 +.moo 1 1404 26 +.mqh 1 1023 2 +.msg 1 26644 1 1 +.mysql 1 36 2 +.ndjson 2 5006 69 237 2 +.nix 4 211 12 +.nolint 1 2 1 +.odd 1 1281 43 +.oracle 1 9 1 +.p8 4 64 4 +.pan 2 48 4 +.patch 4 109405 4 27 +.pbxproj 1 941 2 +.pem 48 1169 47 8 +.php 371 75710 128 1619 79 +.pl 16 14727 6 34 +.pm 3 744 7 +.po 3 2994 15 +.pod 9 1859 1 23 +.pony 1 83 4 +.postinst 2 354 4 15 +.pp 10 563 16 +.ppk 1 45 36 +.private 1 15 1 +.proj 1 85 5 +.properties 48 1621 52 27 33 +.proto 5 5768 2 49 +.ps1 16 8509 15 64 2 +.ps1xml 1 5022 1 +.pug 2 193 2 +.purs 1 69 4 +.pxd 1 150 5 2 +.py 890 291553 680 3292 728 +.pyi 4 1361 9 +.pyp 1 167 1 +.pyx 2 1094 23 +.r 4 62 6 3 1 +.rake 2 51 2 +.rb 860 131838 258 3311 613 +.re 1 31 1 +.red 1 159 1 +.release 1 13 4 +.response 1 26 2 +.resx 11 3519 310 +.rexx 1 92 3 +.rnh 1 1354 3 2 +.rno 1 7229 2 +.rrc 39 1404 281 +.rs 31 9855 2 233 11 +.rsc 1 691 1 +.rsp 16 7101 19 10 28 +.rst 86 33980 70 321 68 +.rules 1 6 2 +.sample 2 25 3 4 4 +.sbt 3 570 5 2 +.scala 40 5071 22 101 +.scss 16 8553 32 1 +.secrets 1 11 1 +.sh 143 21525 51 466 30 +.slim 1 153 1 2 +.smali 1 775 18 +.snap 3 1708 9 30 2 +.spec 2 332 2 +.spin 1 565 1 +.sql 27 6606 126 57 3 +.storyboard 20 1802 341 +.strings 20 1240 137 +.stub 3 84 6 +.sublime-keymap 1 3 1 +.sum 37 22854 283 +.svg 1 638 12 +.t 9 1767 24 43 14 +.td 2 14002 6 +.template 19 1633 4 35 11 +.test 2 24 25 4 +.testsettings 1 21 1 10 +.tf 21 1377 3 29 2 +.tfstate 4 307 22 11 4 +.tfvars 1 31 3 2 +.tl 2 2161 161 2 +.tmpl 5 336 3 9 +.token 1 1 3 +.toml 83 2379 53 105 156 +.tpl 1 43 1 +.travis 1 34 4 3 1 +.ts 583 106730 159 1800 201 +.tsx 54 7914 1 114 5 +.ttar 1 452 1 +.txt 440 78102 5299 6343 49 +.utf8 1 77 2 +.vsixmanifest 1 36 1 +.vsmdi 1 6 2 +.vue 50 8736 1 154 1 +.xaml 21 8103 162 +.xcscheme 1 109 6 +.xib 11 503 169 +.xml 9 689 9 +.xsl 1 311 1 +.yaml 137 19004 123 345 44 +.yml 418 36162 545 892 380 +.zsh 6 872 12 +.zsh-theme 1 97 1 +TOTAL: 10259 16345157 12150 50325 5111 +credsweeper result_cnt : 11387, lost_cnt : 0, true_cnt : 11084, false_cnt : 303 +Rules Positives Negatives Templates Reported TP FP TN FN FPR FNR ACC PRC RCL F1 +------------------------------ ----------- ----------- ----------- ---------- ----- ---- ----- ---- -------- -------- -------- -------- -------- -------- +API 128 3161 189 119 115 4 3346 13 0.001194 0.101562 0.995112 0.966387 0.898438 0.931174 +AWS Client ID 167 21 0 160 160 0 21 7 0.000000 0.041916 0.962766 1.000000 0.958084 0.978593 +AWS Multi 75 16 0 87 75 11 5 0 0.687500 0.000000 0.879121 0.872093 1.000000 0.931677 +AWS S3 Bucket 66 24 0 92 66 24 0 0 1.000000 0.000000 0.733333 0.733333 1.000000 0.846154 +Atlassian Old PAT token 27 308 3 12 3 8 303 24 0.025723 0.888889 0.905325 0.272727 0.111111 0.157895 +Auth 418 2727 76 393 376 17 2786 42 0.006065 0.100478 0.981683 0.956743 0.899522 0.927250 +Azure Access Token 19 0 0 12 12 0 0 7 0.368421 0.631579 1.000000 0.631579 0.774194 +BASE64 Private Key 7 4 0 7 7 0 4 0 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000 +BASE64 encoded PEM Private Key 7 0 0 5 5 0 0 2 0.285714 0.714286 1.000000 0.714286 0.833333 +Bitbucket Client ID 143 2097 9 48 28 19 2087 115 0.009022 0.804196 0.940418 0.595745 0.195804 0.294737 +Bitbucket Client Secret 301 809 10 40 29 11 808 272 0.013431 0.903654 0.747321 0.725000 0.096346 0.170088 +Certificate 23 471 1 24 18 6 466 5 0.012712 0.217391 0.977778 0.750000 0.782609 0.765957 +Credential 95 420 74 93 93 0 494 2 0.000000 0.021053 0.996604 1.000000 0.978947 0.989362 +Docker Swarm Token 2 0 0 1 1 0 0 1 0.500000 0.500000 1.000000 0.500000 0.666667 +Dropbox App secret 64 139 1 46 35 10 130 29 0.071429 0.453125 0.808824 0.777778 0.546875 0.642202 +Facebook Access Token 0 1 0 0 0 1 0 0.000000 1.000000 +Firebase Domain 6 1 0 7 6 1 0 0 1.000000 0.000000 0.857143 0.857143 1.000000 0.923077 +Github Old Token 1 0 0 1 1 0 0 0 0.000000 1.000000 1.000000 1.000000 1.000000 +Gitlab Feed Token 189 751 87 56 44 11 827 145 0.013126 0.767196 0.848101 0.800000 0.232804 0.360656 +Gitlab Incoming Email Token 37 8 0 21 19 2 6 18 0.250000 0.486486 0.555556 0.904762 0.513514 0.655172 +Google API Key 12 0 0 12 12 0 0 0 0.000000 1.000000 1.000000 1.000000 1.000000 +Google Multi 10 2 0 11 10 1 1 0 0.500000 0.000000 0.916667 0.909091 1.000000 0.952381 +Google OAuth Access Token 3 0 0 3 3 0 0 0 0.000000 1.000000 1.000000 1.000000 1.000000 +Grafana Provisioned API Key 22 1 0 5 5 0 1 17 0.000000 0.772727 0.260870 1.000000 0.227273 0.370370 +JSON Web Token 170 61 0 131 131 0 61 39 0.000000 0.229412 0.831169 1.000000 0.770588 0.870432 +Jira / Confluence PAT token 0 4 0 0 0 4 0 0.000000 1.000000 +Jira 2FA 15 6 1 12 12 0 7 3 0.000000 0.200000 0.863636 1.000000 0.800000 0.888889 +Key 3918 15693 482 3973 3880 93 16082 38 0.005750 0.009699 0.993480 0.976592 0.990301 0.983399 +Nonce 91 49 0 87 87 0 49 4 0.000000 0.043956 0.971429 1.000000 0.956044 0.977528 +Other 0 8291 1 0 0 8292 0 0.000000 1.000000 +PEM Private Key 1019 1483 0 1023 1019 4 1479 0 0.002697 0.000000 0.998401 0.996090 1.000000 0.998041 +Password 1843 7527 2711 1719 1661 58 10180 182 0.005665 0.098752 0.980134 0.966259 0.901248 0.932622 +Salt 45 76 2 42 41 1 77 4 0.012821 0.088889 0.959350 0.976190 0.911111 0.942529 +Secret 1297 1575 799 1270 1268 2 2372 29 0.000842 0.022359 0.991555 0.998425 0.977641 0.987924 +Seed 1 6 0 0 0 6 1 0.000000 1.000000 0.857143 0.000000 +Slack Token 4 1 0 4 4 0 1 0 0.000000 0.000000 1.000000 1.000000 1.000000 1.000000 +Token 648 4177 438 599 586 13 4602 62 0.002817 0.095679 0.985750 0.978297 0.904321 0.939856 +Twilio API Key 0 5 2 0 0 7 0 0.000000 1.000000 +URL Credentials 208 145 225 212 205 6 364 3 0.016216 0.014423 0.984429 0.971564 0.985577 0.978520 +UUID 1069 265 0 1068 1067 1 264 2 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