diff --git a/.github/workflows/check.yml b/.github/workflows/check.yml
index 6c343e7b2..0cfa1cf9b 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 70a864232576f9b88a08296a5e628208
+        md5sum --binary credsweeper/ml_model/ml_model.onnx | grep 62d92ab2f91a18e861d846a7b8a0c3a7
 
     # # # Python setup
 
diff --git a/credsweeper/ml_model/ml_model.onnx b/credsweeper/ml_model/ml_model.onnx
index ca90ae43a..76804356c 100644
Binary files a/credsweeper/ml_model/ml_model.onnx and b/credsweeper/ml_model/ml_model.onnx differ
diff --git a/credsweeper/ml_model/model_config.json b/credsweeper/ml_model/model_config.json
index 5de603ec5..d9e214688 100644
--- a/credsweeper/ml_model/model_config.json
+++ b/credsweeper/ml_model/model_config.json
@@ -361,7 +361,6 @@
                     ".adoc",
                     ".asciidoc",
                     ".axaml",
-                    ".backup",
                     ".bash",
                     ".bat",
                     ".bats",
@@ -374,7 +373,6 @@
                     ".cjs",
                     ".cljc",
                     ".cmd",
-                    ".cmm",
                     ".cnf",
                     ".coffee",
                     ".conf",
@@ -396,7 +394,6 @@
                     ".example",
                     ".exs",
                     ".ext",
-                    ".fsproj",
                     ".g4",
                     ".gml",
                     ".gni",
@@ -431,7 +428,7 @@
                     ".log",
                     ".lua",
                     ".m",
-                    ".manifest",
+                    ".map",
                     ".markerb",
                     ".md",
                     ".mdx",
@@ -440,7 +437,6 @@
                     ".ml",
                     ".mlir",
                     ".moo",
-                    ".msg",
                     ".ndjson",
                     ".nix",
                     ".nolint",
@@ -478,7 +474,6 @@
                     ".scala",
                     ".secrets",
                     ".sh",
-                    ".sln",
                     ".snap",
                     ".sql",
                     ".storyboard",
@@ -489,7 +484,6 @@
                     ".tdf",
                     ".template",
                     ".test",
-                    ".testsettings",
                     ".tf",
                     ".tfstate",
                     ".tfvars",
@@ -500,9 +494,7 @@
                     ".travis",
                     ".ts",
                     ".tsx",
-                    ".ttar",
                     ".txt",
-                    ".vsmdi",
                     ".vue",
                     ".xaml",
                     ".xib",
@@ -530,8 +522,7 @@
                     "Salt",
                     "Secret",
                     "Token",
-                    "URL Credentials",
-                    "UUID"
+                    "URL Credentials"
                 ]
             }
         }
diff --git a/tests/__init__.py b/tests/__init__.py
index 792fa3d01..b9485a52d 100644
--- a/tests/__init__.py
+++ b/tests/__init__.py
@@ -7,18 +7,18 @@
 NEGLIGIBLE_ML_THRESHOLD = 0.0001
 
 # credentials count after scan
-SAMPLES_CRED_COUNT: int = 360
-SAMPLES_CRED_LINE_COUNT: int = 377
+SAMPLES_CRED_COUNT: int = 363
+SAMPLES_CRED_LINE_COUNT: int = 380
 
 # credentials count after post-processing
-SAMPLES_POST_CRED_COUNT: int = 332
+SAMPLES_POST_CRED_COUNT: int = 321
 
 # with option --doc
-SAMPLES_IN_DOC = 416
+SAMPLES_IN_DOC = 415
 
 # 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 + 16
+SAMPLES_IN_DEEP_2 = SAMPLES_IN_DEEP_1 + 17
 SAMPLES_IN_DEEP_3 = SAMPLES_IN_DEEP_2 + 1
 
 # well known string with all latin letters
diff --git a/tests/data/__init__.py b/tests/data/__init__.py
index 150772923..56f2ddcd2 100644
--- a/tests/data/__init__.py
+++ b/tests/data/__init__.py
@@ -11,14 +11,14 @@
     "sort_output": True,
     "json_filename": "ml_threshold.json",
     "ml_threshold": NEGLIGIBLE_ML_THRESHOLD
-}, {
-    "__cred_count": SAMPLES_IN_DEEP_3,
-    "sort_output": True,
-    "json_filename": "depth_3.json",
-    "depth": 3
 }, {
     "__cred_count": SAMPLES_IN_DOC,
     "sort_output": True,
     "json_filename": "doc.json",
     "doc": True
+}, {
+    "__cred_count": SAMPLES_IN_DEEP_3,
+    "sort_output": True,
+    "json_filename": "depth_3.json",
+    "depth": 3
 }]
diff --git a/tests/data/depth_3.json b/tests/data/depth_3.json
index 4d1705590..d4d44afa9 100644
--- a/tests/data/depth_3.json
+++ b/tests/data/depth_3.json
@@ -124,7 +124,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.997,
+        "ml_probability": 0.999,
         "rule": "API",
         "severity": "medium",
         "confidence": "moderate",
@@ -286,7 +286,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.962,
+        "ml_probability": 0.87,
         "rule": "Auth",
         "severity": "medium",
         "confidence": "moderate",
@@ -313,7 +313,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Auth",
         "severity": "medium",
         "confidence": "moderate",
@@ -340,7 +340,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.991,
+        "ml_probability": 0.99,
         "rule": "Auth",
         "severity": "medium",
         "confidence": "moderate",
@@ -367,7 +367,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Auth",
         "severity": "medium",
         "confidence": "moderate",
@@ -394,7 +394,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.963,
         "rule": "Auth",
         "severity": "medium",
         "confidence": "moderate",
@@ -543,6 +543,33 @@
             }
         ]
     },
+    {
+        "api_validation": "NOT_AVAILABLE",
+        "ml_validation": "VALIDATED_KEY",
+        "ml_probability": 0.924,
+        "rule": "Key",
+        "severity": "medium",
+        "confidence": "moderate",
+        "line_data_list": [
+            {
+                "line": "\"AwsAccessKey\": \"AKIAGIREOGIAWSKEY123\", \"AwsAccessKey2\": \"AKIAGIREOGIAWSKEY555\",",
+                "line_num": 2,
+                "path": "tests/samples/aws_multi.groovy",
+                "info": "tests/samples/aws_multi.groovy|RAW",
+                "value": "AKIAGIREOGIAWSKEY123",
+                "value_start": 17,
+                "value_end": 37,
+                "variable": "AwsAccessKey",
+                "variable_start": 1,
+                "variable_end": 13,
+                "entropy_validation": {
+                    "iterator": "BASE64_CHARS",
+                    "entropy": 3.5464393446710156,
+                    "valid": false
+                }
+            }
+        ]
+    },
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "NOT_AVAILABLE",
@@ -614,6 +641,33 @@
             }
         ]
     },
+    {
+        "api_validation": "NOT_AVAILABLE",
+        "ml_validation": "VALIDATED_KEY",
+        "ml_probability": 0.922,
+        "rule": "Key",
+        "severity": "medium",
+        "confidence": "moderate",
+        "line_data_list": [
+            {
+                "line": "\"AwsAccessKey\": \"AKIAGIREOGIAWSKEY123\", \"AwsAccessKey2\": \"AKIAGIREOGIAWSKEY555\",",
+                "line_num": 2,
+                "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,
+                "entropy_validation": {
+                    "iterator": "BASE64_CHARS",
+                    "entropy": 3.3086949695628425,
+                    "valid": false
+                }
+            }
+        ]
+    },
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "NOT_AVAILABLE",
@@ -644,7 +698,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.994,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -995,7 +1049,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.966,
         "rule": "Token",
         "severity": "medium",
         "confidence": "moderate",
@@ -1022,7 +1076,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.998,
         "rule": "Certificate",
         "severity": "medium",
         "confidence": "moderate",
@@ -1130,7 +1184,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.996,
         "rule": "Credential",
         "severity": "medium",
         "confidence": "moderate",
@@ -1238,7 +1292,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.979,
+        "ml_probability": 0.775,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1265,61 +1319,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.918,
-        "rule": "Password",
-        "severity": "medium",
-        "confidence": "moderate",
-        "line_data_list": [
-            {
-                "line": "ID:master PW:dipPr11Gg!",
-                "line_num": 2,
-                "path": "tests/samples/doc_id_pair_passwd_pair",
-                "info": "tests/samples/doc_id_pair_passwd_pair|RAW",
-                "value": "dipPr11Gg!",
-                "value_start": 13,
-                "value_end": 23,
-                "variable": "PW",
-                "variable_start": 10,
-                "variable_end": 12,
-                "entropy_validation": {
-                    "iterator": "BASE64_CHARS",
-                    "entropy": 2.7897352853986264,
-                    "valid": false
-                }
-            }
-        ]
-    },
-    {
-        "api_validation": "NOT_AVAILABLE",
-        "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.9,
-        "rule": "Password",
-        "severity": "medium",
-        "confidence": "moderate",
-        "line_data_list": [
-            {
-                "line": "ANYID:master PW:dipPr12Gg!",
-                "line_num": 3,
-                "path": "tests/samples/doc_id_pair_passwd_pair",
-                "info": "tests/samples/doc_id_pair_passwd_pair|RAW",
-                "value": "dipPr12Gg!",
-                "value_start": 16,
-                "value_end": 26,
-                "variable": "PW",
-                "variable_start": 13,
-                "variable_end": 15,
-                "entropy_validation": {
-                    "iterator": "BASE64_CHARS",
-                    "entropy": 2.989735285398626,
-                    "valid": false
-                }
-            }
-        ]
-    },
-    {
-        "api_validation": "NOT_AVAILABLE",
-        "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.926,
+        "ml_probability": 0.881,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1346,7 +1346,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.993,
+        "ml_probability": 0.977,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1373,7 +1373,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.99,
+        "ml_probability": 0.786,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1400,7 +1400,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.994,
+        "ml_probability": 0.982,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1427,7 +1427,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.994,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1454,7 +1454,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.995,
+        "ml_probability": 0.969,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1481,7 +1481,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.957,
+        "ml_probability": 0.812,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1508,7 +1508,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.886,
+        "ml_probability": 0.941,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1535,34 +1535,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.896,
-        "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": 0.984,
+        "ml_probability": 0.969,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1589,7 +1562,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.985,
+        "ml_probability": 0.975,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1616,7 +1589,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.969,
+        "ml_probability": 0.963,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1643,7 +1616,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.941,
+        "ml_probability": 0.97,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1670,7 +1643,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.976,
+        "ml_probability": 0.972,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1697,7 +1670,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.946,
+        "ml_probability": 0.965,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1724,7 +1697,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.986,
+        "ml_probability": 0.959,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1751,7 +1724,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.974,
+        "ml_probability": 0.926,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1778,7 +1751,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.99,
+        "ml_probability": 0.954,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1805,7 +1778,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.968,
+        "ml_probability": 0.735,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1832,7 +1805,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.909,
+        "ml_probability": 0.928,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1859,7 +1832,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.974,
+        "ml_probability": 0.893,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1886,7 +1859,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.983,
+        "ml_probability": 0.791,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1913,7 +1886,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.988,
+        "ml_probability": 0.915,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1940,7 +1913,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.997,
+        "ml_probability": 0.941,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1967,7 +1940,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.921,
+        "ml_probability": 0.639,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1994,7 +1967,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.99,
+        "ml_probability": 0.945,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2021,7 +1994,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.945,
+        "ml_probability": 0.85,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2048,7 +2021,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.893,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2075,7 +2048,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.99,
+        "ml_probability": 0.811,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2102,7 +2075,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.982,
+        "ml_probability": 0.973,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2129,7 +2102,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.991,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2156,7 +2129,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.997,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2183,7 +2156,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.995,
+        "ml_probability": 0.949,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2210,7 +2183,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.993,
+        "ml_probability": 0.969,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2237,7 +2210,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.996,
+        "ml_probability": 0.99,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2264,7 +2237,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.994,
+        "ml_probability": 0.991,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2291,7 +2264,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.752,
+        "ml_probability": 0.849,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2318,7 +2291,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.978,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2345,7 +2318,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.984,
+        "ml_probability": 0.969,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2372,7 +2345,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.991,
+        "ml_probability": 0.977,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2399,7 +2372,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.997,
+        "ml_probability": 0.928,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2426,34 +2399,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.98,
-        "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": 0.968,
+        "ml_probability": 0.736,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2480,7 +2426,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.937,
+        "ml_probability": 0.629,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2507,7 +2453,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.995,
+        "ml_probability": 0.984,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2534,7 +2480,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.998,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2561,7 +2507,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.995,
+        "ml_probability": 0.988,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2588,7 +2534,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.998,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2615,7 +2561,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.986,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2642,7 +2588,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.994,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2669,7 +2615,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.987,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2696,7 +2642,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.953,
+        "ml_probability": 0.976,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2723,7 +2669,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.865,
+        "ml_probability": 0.652,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2750,34 +2696,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.944,
-        "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,
+        "ml_probability": 0.989,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2804,7 +2723,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.996,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2831,7 +2750,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.932,
+        "ml_probability": 0.855,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2858,7 +2777,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.991,
+        "ml_probability": 0.925,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2885,7 +2804,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.996,
+        "ml_probability": 0.921,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2912,7 +2831,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.983,
+        "ml_probability": 0.944,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2939,7 +2858,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.996,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2966,7 +2885,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.997,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2993,7 +2912,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.993,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3020,7 +2939,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.985,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3047,7 +2966,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.994,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3074,7 +2993,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.993,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3101,7 +3020,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.99,
+        "ml_probability": 0.975,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3128,7 +3047,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.885,
+        "ml_probability": 0.759,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3155,34 +3074,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.943,
-        "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": 0.989,
+        "ml_probability": 0.766,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3209,7 +3101,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.996,
+        "ml_probability": 0.971,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3236,7 +3128,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.979,
+        "ml_probability": 0.839,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3263,7 +3155,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.996,
+        "ml_probability": 0.871,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3290,34 +3182,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.994,
-        "rule": "Password",
-        "severity": "medium",
-        "confidence": "moderate",
-        "line_data_list": [
-            {
-                "line": "PW:dipPr190Gg! ID:master",
-                "line_num": 91,
-                "path": "tests/samples/doc_id_pair_passwd_pair",
-                "info": "tests/samples/doc_id_pair_passwd_pair|RAW",
-                "value": "dipPr190Gg!",
-                "value_start": 3,
-                "value_end": 14,
-                "variable": "PW",
-                "variable_start": 0,
-                "variable_end": 2,
-                "entropy_validation": {
-                    "iterator": "BASE64_CHARS",
-                    "entropy": 3.1449378351248165,
-                    "valid": false
-                }
-            }
-        ]
-    },
-    {
-        "api_validation": "NOT_AVAILABLE",
-        "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.904,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3344,7 +3209,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.973,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3371,7 +3236,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.921,
+        "ml_probability": 0.968,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3398,7 +3263,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.866,
+        "ml_probability": 0.921,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3425,34 +3290,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.954,
-        "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": 0.937,
+        "ml_probability": 0.745,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3479,7 +3317,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.842,
+        "ml_probability": 0.874,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3506,7 +3344,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.983,
+        "ml_probability": 0.959,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3533,7 +3371,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.951,
+        "ml_probability": 0.847,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3560,7 +3398,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.964,
+        "ml_probability": 0.939,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3587,7 +3425,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.986,
+        "ml_probability": 0.968,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3614,7 +3452,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.988,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3641,7 +3479,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.98,
+        "ml_probability": 0.967,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3668,7 +3506,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.984,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3695,7 +3533,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.979,
+        "ml_probability": 0.952,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3722,7 +3560,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.979,
+        "ml_probability": 0.931,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3749,7 +3587,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.993,
+        "ml_probability": 0.951,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3776,7 +3614,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.997,
+        "ml_probability": 0.982,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3803,7 +3641,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.978,
+        "ml_probability": 0.883,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3830,34 +3668,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.759,
-        "rule": "Password",
-        "severity": "medium",
-        "confidence": "moderate",
-        "line_data_list": [
-            {
-                "line": "PW:Prl23Db#@,password:Prl23Db#@",
-                "line_num": 24,
-                "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": 0.982,
+        "ml_probability": 0.946,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3884,7 +3695,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.926,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3911,7 +3722,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.993,
+        "ml_probability": 0.985,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3938,7 +3749,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.939,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3965,7 +3776,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.967,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3992,7 +3803,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.996,
+        "ml_probability": 0.959,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4019,7 +3830,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.982,
+        "ml_probability": 0.886,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4046,7 +3857,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.965,
+        "ml_probability": 0.67,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4073,7 +3884,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.985,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4100,7 +3911,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.979,
+        "ml_probability": 0.951,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4127,7 +3938,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.989,
+        "ml_probability": 0.822,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4154,7 +3965,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.983,
+        "ml_probability": 0.767,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4181,7 +3992,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.97,
+        "ml_probability": 0.916,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4208,7 +4019,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.992,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4235,7 +4046,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.992,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4262,52 +4073,25 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.997,
-        "rule": "Password",
-        "severity": "medium",
-        "confidence": "moderate",
-        "line_data_list": [
-            {
-                "line": "password=>Prl23Db#@",
-                "line_num": 48,
-                "path": "tests/samples/doc_passwd_pair",
-                "info": "tests/samples/doc_passwd_pair|RAW",
-                "value": "Prl23Db#@",
-                "value_start": 10,
-                "value_end": 19,
-                "variable": "password",
-                "variable_start": 0,
-                "variable_end": 8,
-                "entropy_validation": {
-                    "iterator": "BASE64_CHARS",
-                    "entropy": 2.4654972233440207,
-                    "valid": false
-                }
-            }
-        ]
-    },
-    {
-        "api_validation": "NOT_AVAILABLE",
-        "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.82,
+        "ml_probability": 0.991,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
         "line_data_list": [
             {
-                "line": "# password: keep empty",
-                "line_num": 56,
+                "line": "password=>Prl23Db#@",
+                "line_num": 48,
                 "path": "tests/samples/doc_passwd_pair",
                 "info": "tests/samples/doc_passwd_pair|RAW",
-                "value": "keep",
-                "value_start": 12,
-                "value_end": 16,
+                "value": "Prl23Db#@",
+                "value_start": 10,
+                "value_end": 19,
                 "variable": "password",
-                "variable_start": 2,
-                "variable_end": 10,
+                "variable_start": 0,
+                "variable_end": 8,
                 "entropy_validation": {
                     "iterator": "BASE64_CHARS",
-                    "entropy": 1.5,
+                    "entropy": 2.4654972233440207,
                     "valid": false
                 }
             }
@@ -4343,7 +4127,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Token",
         "severity": "medium",
         "confidence": "moderate",
@@ -4586,7 +4370,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.998,
         "rule": "Token",
         "severity": "medium",
         "confidence": "moderate",
@@ -4667,7 +4451,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.998,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -4748,7 +4532,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.994,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -4775,7 +4559,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -4802,7 +4586,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Secret",
         "severity": "medium",
         "confidence": "moderate",
@@ -4883,7 +4667,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.995,
         "rule": "Auth",
         "severity": "medium",
         "confidence": "moderate",
@@ -4910,7 +4694,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.995,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -4937,7 +4721,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.958,
+        "ml_probability": 0.956,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4964,7 +4748,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.993,
+        "ml_probability": 0.896,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4991,7 +4775,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.964,
+        "ml_probability": 0.943,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5018,7 +4802,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.967,
+        "ml_probability": 0.972,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5099,7 +4883,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.988,
+        "ml_probability": 0.996,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5126,7 +4910,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.94,
+        "ml_probability": 0.933,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5153,7 +4937,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.988,
+        "ml_probability": 0.979,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5180,7 +4964,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.996,
+        "ml_probability": 0.988,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5207,7 +4991,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.972,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5234,7 +5018,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.997,
+        "ml_probability": 0.966,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5261,7 +5045,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.994,
+        "ml_probability": 0.982,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5288,7 +5072,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.822,
+        "ml_probability": 0.899,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5315,7 +5099,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.997,
+        "ml_probability": 0.981,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5369,7 +5153,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.996,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5396,7 +5180,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.996,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5423,7 +5207,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.758,
+        "ml_probability": 0.894,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -5450,7 +5234,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.758,
+        "ml_probability": 0.894,
         "rule": "Secret",
         "severity": "medium",
         "confidence": "moderate",
@@ -5477,7 +5261,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.997,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5504,7 +5288,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.967,
+        "ml_probability": 0.938,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5531,7 +5315,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.936,
+        "ml_probability": 0.992,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5558,7 +5342,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5585,7 +5369,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.993,
+        "ml_probability": 0.984,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5612,7 +5396,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.94,
+        "ml_probability": 0.896,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5639,7 +5423,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.929,
+        "ml_probability": 0.949,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5666,7 +5450,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5693,7 +5477,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.998,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5720,7 +5504,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.987,
+        "ml_probability": 0.953,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5747,7 +5531,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.995,
+        "ml_probability": 0.998,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5801,34 +5585,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.865,
-        "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": 0.958,
+        "ml_probability": 0.956,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5855,7 +5612,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.99,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5882,7 +5639,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.976,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5909,7 +5666,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.997,
+        "ml_probability": 0.988,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5936,7 +5693,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.988,
+        "ml_probability": 0.952,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5963,7 +5720,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.966,
+        "ml_probability": 0.943,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5990,7 +5747,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.996,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6017,7 +5774,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.995,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6044,7 +5801,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.996,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6071,7 +5828,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.997,
+        "ml_probability": 0.998,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6098,7 +5855,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.987,
+        "ml_probability": 0.997,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6125,7 +5882,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.993,
+        "ml_probability": 0.995,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6152,7 +5909,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.881,
+        "ml_probability": 0.979,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6179,7 +5936,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.994,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6287,7 +6044,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.934,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6314,7 +6071,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.996,
+        "ml_probability": 0.97,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6341,7 +6098,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.975,
+        "ml_probability": 0.978,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6476,7 +6233,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.943,
+        "ml_probability": 0.756,
         "rule": "Github Old Token",
         "severity": "high",
         "confidence": "moderate",
@@ -6503,7 +6260,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.943,
+        "ml_probability": 0.756,
         "rule": "Token",
         "severity": "medium",
         "confidence": "moderate",
@@ -6557,7 +6314,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.999,
         "rule": "Token",
         "severity": "medium",
         "confidence": "moderate",
@@ -7266,7 +7023,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.99,
+        "ml_probability": 0.978,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -7428,34 +7185,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.853,
-        "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": 1.0,
+        "ml_probability": 0.998,
         "rule": "Secret",
         "severity": "medium",
         "confidence": "moderate",
@@ -7482,7 +7212,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Secret",
         "severity": "medium",
         "confidence": "moderate",
@@ -7509,7 +7239,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Secret",
         "severity": "medium",
         "confidence": "moderate",
@@ -7536,7 +7266,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Secret",
         "severity": "medium",
         "confidence": "moderate",
@@ -7590,7 +7320,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "API",
         "severity": "medium",
         "confidence": "moderate",
@@ -7617,7 +7347,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -7769,7 +7499,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.998,
         "rule": "Token",
         "severity": "medium",
         "confidence": "moderate",
@@ -7867,7 +7597,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.998,
         "rule": "Token",
         "severity": "medium",
         "confidence": "moderate",
@@ -7894,7 +7624,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.998,
         "rule": "Nonce",
         "severity": "medium",
         "confidence": "moderate",
@@ -8002,7 +7732,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.994,
+        "ml_probability": 0.98,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -8029,7 +7759,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.998,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -8056,7 +7786,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.997,
+        "ml_probability": 0.904,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -8110,7 +7840,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.994,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -8137,7 +7867,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.996,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -8164,7 +7894,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.904,
+        "ml_probability": 0.818,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -8191,7 +7921,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.99,
+        "ml_probability": 0.978,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -8218,7 +7948,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.997,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -8245,7 +7975,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.99,
+        "ml_probability": 0.978,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -8272,7 +8002,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.983,
+        "ml_probability": 0.963,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -9626,7 +9356,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.963,
+        "ml_probability": 0.911,
         "rule": "Salt",
         "severity": "medium",
         "confidence": "moderate",
@@ -9653,7 +9383,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.989,
+        "ml_probability": 0.887,
         "rule": "Salt",
         "severity": "medium",
         "confidence": "moderate",
@@ -9680,7 +9410,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.992,
+        "ml_probability": 0.907,
         "rule": "Salt",
         "severity": "medium",
         "confidence": "moderate",
@@ -9707,7 +9437,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.9,
+        "ml_probability": 0.816,
         "rule": "Salt",
         "severity": "medium",
         "confidence": "moderate",
@@ -9734,7 +9464,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.992,
+        "ml_probability": 0.665,
         "rule": "Salt",
         "severity": "medium",
         "confidence": "moderate",
@@ -9761,7 +9491,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.906,
+        "ml_probability": 0.852,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -9788,7 +9518,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.906,
+        "ml_probability": 0.852,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -9866,6 +9596,33 @@
             }
         ]
     },
+    {
+        "api_validation": "NOT_AVAILABLE",
+        "ml_validation": "VALIDATED_KEY",
+        "ml_probability": 0.719,
+        "rule": "Key",
+        "severity": "medium",
+        "confidence": "moderate",
+        "line_data_list": [
+            {
+                "line": "AwsAccessKey:AKIAGIREOGIAWSKEY123",
+                "line_num": 1,
+                "path": "tests/samples/sample.pdf",
+                "info": "tests/samples/sample.pdf|PDF:1|ENCODED|RAW",
+                "value": "AKIAGIREOGIAWSKEY123",
+                "value_start": 13,
+                "value_end": 33,
+                "variable": "AwsAccessKey",
+                "variable_start": 0,
+                "variable_end": 12,
+                "entropy_validation": {
+                    "iterator": "BASE64_CHARS",
+                    "entropy": 3.5464393446710156,
+                    "valid": false
+                }
+            }
+        ]
+    },
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
@@ -9923,7 +9680,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.996,
+        "ml_probability": 0.995,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -10382,7 +10139,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.998,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -10409,7 +10166,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.988,
+        "ml_probability": 0.966,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -10436,7 +10193,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.994,
         "rule": "Secret",
         "severity": "medium",
         "confidence": "moderate",
@@ -10517,7 +10274,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.991,
+        "ml_probability": 0.931,
         "rule": "Token",
         "severity": "medium",
         "confidence": "moderate",
@@ -10544,7 +10301,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.997,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -10787,7 +10544,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 1.0,
         "rule": "Token",
         "severity": "medium",
         "confidence": "moderate",
@@ -10868,7 +10625,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.88,
+        "ml_probability": 0.804,
         "rule": "Token",
         "severity": "medium",
         "confidence": "moderate",
@@ -10895,7 +10652,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.716,
         "rule": "Token",
         "severity": "medium",
         "confidence": "moderate",
@@ -10922,7 +10679,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Token",
         "severity": "medium",
         "confidence": "moderate",
@@ -10976,7 +10733,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.994,
         "rule": "URL Credentials",
         "severity": "high",
         "confidence": "moderate",
@@ -11030,7 +10787,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.989,
         "rule": "URL Credentials",
         "severity": "high",
         "confidence": "moderate",
@@ -11084,7 +10841,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.988,
+        "ml_probability": 0.993,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -11111,7 +10868,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.983,
+        "ml_probability": 0.971,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -11162,33 +10919,6 @@
             }
         ]
     },
-    {
-        "api_validation": "NOT_AVAILABLE",
-        "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
-        "rule": "UUID",
-        "severity": "info",
-        "confidence": "strong",
-        "line_data_list": [
-            {
-                "line": "bace4d19-fa7e-beef-cafe-9129474bcd81 # tp",
-                "line_num": 1,
-                "path": "tests/samples/uuid",
-                "info": "tests/samples/uuid|RAW",
-                "value": "bace4d19-fa7e-beef-cafe-9129474bcd81",
-                "value_start": 0,
-                "value_end": 36,
-                "variable": null,
-                "variable_start": -2,
-                "variable_end": -2,
-                "entropy_validation": {
-                    "iterator": "BASE36_CHARS",
-                    "entropy": 3.2373263071270246,
-                    "valid": true
-                }
-            }
-        ]
-    },
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "NOT_AVAILABLE",
@@ -11219,7 +10949,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.979,
+        "ml_probability": 0.911,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
diff --git a/tests/data/doc.json b/tests/data/doc.json
index 6c32cd1f7..46c8cdb7d 100644
--- a/tests/data/doc.json
+++ b/tests/data/doc.json
@@ -13064,33 +13064,6 @@
             }
         ]
     },
-    {
-        "api_validation": "NOT_AVAILABLE",
-        "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
-        "rule": "UUID",
-        "severity": "info",
-        "confidence": "strong",
-        "line_data_list": [
-            {
-                "line": "bace4d19-fa7e-beef-cafe-9129474bcd81 # tp",
-                "line_num": 1,
-                "path": "tests/samples/uuid",
-                "info": "tests/samples/uuid|RAW",
-                "value": "bace4d19-fa7e-beef-cafe-9129474bcd81",
-                "value_start": 0,
-                "value_end": 36,
-                "variable": null,
-                "variable_start": -2,
-                "variable_end": -2,
-                "entropy_validation": {
-                    "iterator": "BASE36_CHARS",
-                    "entropy": 3.2373263071270246,
-                    "valid": true
-                }
-            }
-        ]
-    },
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "NOT_AVAILABLE",
diff --git a/tests/data/ml_threshold.json b/tests/data/ml_threshold.json
index fa80d0d45..66298f39c 100644
--- a/tests/data/ml_threshold.json
+++ b/tests/data/ml_threshold.json
@@ -29,7 +29,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.997,
+        "ml_probability": 0.999,
         "rule": "API",
         "severity": "medium",
         "confidence": "moderate",
@@ -191,7 +191,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.962,
+        "ml_probability": 0.87,
         "rule": "Auth",
         "severity": "medium",
         "confidence": "moderate",
@@ -218,7 +218,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Auth",
         "severity": "medium",
         "confidence": "moderate",
@@ -245,7 +245,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.991,
+        "ml_probability": 0.99,
         "rule": "Auth",
         "severity": "medium",
         "confidence": "moderate",
@@ -272,7 +272,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Auth",
         "severity": "medium",
         "confidence": "moderate",
@@ -299,7 +299,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.963,
         "rule": "Auth",
         "severity": "medium",
         "confidence": "moderate",
@@ -451,7 +451,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.13,
+        "ml_probability": 0.924,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -549,7 +549,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.4,
+        "ml_probability": 0.922,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -576,7 +576,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.034,
+        "ml_probability": 0.453,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -603,7 +603,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.034,
+        "ml_probability": 0.453,
         "rule": "Secret",
         "severity": "medium",
         "confidence": "moderate",
@@ -657,7 +657,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.994,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -981,7 +981,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.966,
         "rule": "Token",
         "severity": "medium",
         "confidence": "moderate",
@@ -1008,7 +1008,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.998,
         "rule": "Certificate",
         "severity": "medium",
         "confidence": "moderate",
@@ -1035,7 +1035,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.996,
         "rule": "Credential",
         "severity": "medium",
         "confidence": "moderate",
@@ -1143,7 +1143,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.979,
+        "ml_probability": 0.775,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1170,7 +1170,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.918,
+        "ml_probability": 0.402,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1197,7 +1197,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.9,
+        "ml_probability": 0.327,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1224,7 +1224,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.926,
+        "ml_probability": 0.881,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1251,7 +1251,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.993,
+        "ml_probability": 0.977,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1278,7 +1278,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.99,
+        "ml_probability": 0.786,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1305,7 +1305,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.994,
+        "ml_probability": 0.982,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1332,7 +1332,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.994,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1359,7 +1359,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.995,
+        "ml_probability": 0.969,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1386,7 +1386,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.957,
+        "ml_probability": 0.812,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1413,7 +1413,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.886,
+        "ml_probability": 0.941,
         "rule": "Password",
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         "confidence": "moderate",
@@ -1440,7 +1440,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.896,
+        "ml_probability": 0.573,
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@@ -1467,7 +1467,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.984,
+        "ml_probability": 0.969,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -1494,7 +1494,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.985,
+        "ml_probability": 0.975,
         "rule": "Password",
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         "confidence": "moderate",
@@ -1521,7 +1521,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.969,
+        "ml_probability": 0.963,
         "rule": "Password",
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         "confidence": "moderate",
@@ -1548,7 +1548,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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+        "ml_probability": 0.97,
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         "confidence": "moderate",
@@ -1575,7 +1575,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.976,
+        "ml_probability": 0.972,
         "rule": "Password",
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         "confidence": "moderate",
@@ -1602,7 +1602,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.946,
+        "ml_probability": 0.965,
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         "confidence": "moderate",
@@ -1629,7 +1629,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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+        "ml_probability": 0.959,
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@@ -1656,7 +1656,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.974,
+        "ml_probability": 0.926,
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         "confidence": "moderate",
@@ -1683,7 +1683,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.99,
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@@ -1710,7 +1710,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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@@ -1737,7 +1737,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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+        "ml_probability": 0.735,
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@@ -1764,7 +1764,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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@@ -1791,7 +1791,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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@@ -1818,7 +1818,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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@@ -1845,7 +1845,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.988,
+        "ml_probability": 0.915,
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@@ -1872,7 +1872,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.997,
+        "ml_probability": 0.941,
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@@ -1899,7 +1899,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.921,
+        "ml_probability": 0.639,
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@@ -1926,7 +1926,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.99,
+        "ml_probability": 0.945,
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         "confidence": "moderate",
@@ -1953,7 +1953,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.945,
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@@ -1980,7 +1980,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
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@@ -2007,7 +2007,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.99,
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@@ -2034,7 +2034,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.982,
+        "ml_probability": 0.973,
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@@ -2061,7 +2061,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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         "confidence": "moderate",
@@ -2088,7 +2088,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
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-        "ml_probability": 1.0,
+        "ml_probability": 0.997,
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@@ -2115,7 +2115,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.995,
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@@ -2142,7 +2142,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
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@@ -2169,7 +2169,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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@@ -2196,7 +2196,7 @@
     {
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@@ -2223,7 +2223,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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@@ -2250,7 +2250,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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@@ -2277,7 +2277,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
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@@ -2304,7 +2304,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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@@ -2331,7 +2331,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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@@ -2358,7 +2358,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
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@@ -2385,7 +2385,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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@@ -2412,7 +2412,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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@@ -2439,7 +2439,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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@@ -2466,7 +2466,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
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@@ -2493,7 +2493,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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@@ -2520,7 +2520,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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@@ -2547,7 +2547,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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@@ -2574,7 +2574,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
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@@ -2601,7 +2601,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
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@@ -2628,7 +2628,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
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@@ -2655,7 +2655,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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@@ -2682,7 +2682,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
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@@ -2709,7 +2709,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
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@@ -2736,7 +2736,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
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@@ -2763,7 +2763,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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@@ -2790,7 +2790,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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@@ -2817,7 +2817,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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@@ -2844,7 +2844,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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@@ -2871,7 +2871,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
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@@ -2898,7 +2898,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
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@@ -2925,7 +2925,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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@@ -2952,7 +2952,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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@@ -2979,7 +2979,7 @@
     {
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@@ -3006,7 +3006,7 @@
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@@ -3033,7 +3033,7 @@
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         "api_validation": "NOT_AVAILABLE",
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@@ -3060,7 +3060,7 @@
     {
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@@ -3087,7 +3087,7 @@
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@@ -3114,7 +3114,7 @@
     {
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@@ -3141,7 +3141,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
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@@ -3168,7 +3168,7 @@
     {
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         "ml_validation": "VALIDATED_KEY",
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@@ -3195,7 +3195,7 @@
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@@ -3222,7 +3222,7 @@
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@@ -3249,7 +3249,7 @@
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@@ -3276,7 +3276,7 @@
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@@ -3303,7 +3303,7 @@
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@@ -3330,7 +3330,7 @@
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@@ -3357,7 +3357,7 @@
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@@ -3384,7 +3384,7 @@
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@@ -3411,7 +3411,7 @@
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@@ -3438,7 +3438,7 @@
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@@ -3465,7 +3465,7 @@
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         "severity": "medium",
         "confidence": "moderate",
@@ -3492,7 +3492,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.921,
+        "ml_probability": 0.968,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3519,7 +3519,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.866,
+        "ml_probability": 0.921,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3546,7 +3546,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.954,
+        "ml_probability": 0.435,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3573,7 +3573,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.04,
+        "ml_probability": 0.035,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3600,7 +3600,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.329,
+        "ml_probability": 0.135,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3627,7 +3627,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.937,
+        "ml_probability": 0.745,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3654,7 +3654,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.245,
+        "ml_probability": 0.236,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3681,7 +3681,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.035,
+        "ml_probability": 0.222,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3708,7 +3708,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.19,
+        "ml_probability": 0.567,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3735,7 +3735,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.842,
+        "ml_probability": 0.874,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3762,7 +3762,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.517,
+        "ml_probability": 0.195,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3789,7 +3789,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.983,
+        "ml_probability": 0.959,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3816,7 +3816,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.951,
+        "ml_probability": 0.847,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3843,7 +3843,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.964,
+        "ml_probability": 0.939,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3870,7 +3870,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.986,
+        "ml_probability": 0.968,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3897,7 +3897,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.988,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3924,7 +3924,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.98,
+        "ml_probability": 0.967,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3951,7 +3951,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.984,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3978,7 +3978,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.979,
+        "ml_probability": 0.952,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4005,7 +4005,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.979,
+        "ml_probability": 0.931,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4032,7 +4032,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.993,
+        "ml_probability": 0.951,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4059,7 +4059,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.997,
+        "ml_probability": 0.982,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4086,7 +4086,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.978,
+        "ml_probability": 0.883,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4113,7 +4113,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.759,
+        "ml_probability": 0.229,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4140,7 +4140,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.982,
+        "ml_probability": 0.946,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4167,7 +4167,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.926,
         "rule": "Password",
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         "confidence": "moderate",
@@ -4194,7 +4194,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.993,
+        "ml_probability": 0.985,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4221,7 +4221,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.939,
         "rule": "Password",
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         "confidence": "moderate",
@@ -4248,7 +4248,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.967,
         "rule": "Password",
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@@ -4275,7 +4275,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.996,
+        "ml_probability": 0.959,
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         "confidence": "moderate",
@@ -4302,7 +4302,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.982,
+        "ml_probability": 0.886,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4329,7 +4329,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.965,
+        "ml_probability": 0.67,
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         "confidence": "moderate",
@@ -4356,7 +4356,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.985,
         "rule": "Password",
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         "confidence": "moderate",
@@ -4383,7 +4383,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.979,
+        "ml_probability": 0.951,
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         "confidence": "moderate",
@@ -4410,7 +4410,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.989,
+        "ml_probability": 0.822,
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         "confidence": "moderate",
@@ -4437,7 +4437,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.983,
+        "ml_probability": 0.767,
         "rule": "Password",
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         "confidence": "moderate",
@@ -4464,7 +4464,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.97,
+        "ml_probability": 0.916,
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         "confidence": "moderate",
@@ -4491,7 +4491,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.992,
         "rule": "Password",
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         "confidence": "moderate",
@@ -4518,7 +4518,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.992,
         "rule": "Password",
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         "confidence": "moderate",
@@ -4545,7 +4545,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.997,
+        "ml_probability": 0.991,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4572,7 +4572,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.82,
+        "ml_probability": 0.488,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4626,7 +4626,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Token",
         "severity": "medium",
         "confidence": "moderate",
@@ -4869,7 +4869,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.998,
         "rule": "Token",
         "severity": "medium",
         "confidence": "moderate",
@@ -4950,7 +4950,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.998,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -5031,7 +5031,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.994,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -5058,7 +5058,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -5085,7 +5085,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Secret",
         "severity": "medium",
         "confidence": "moderate",
@@ -5166,7 +5166,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.995,
         "rule": "Auth",
         "severity": "medium",
         "confidence": "moderate",
@@ -5193,7 +5193,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.995,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -5220,7 +5220,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.0,
+        "ml_probability": 0.031,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -5274,7 +5274,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.958,
+        "ml_probability": 0.956,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5301,7 +5301,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.993,
+        "ml_probability": 0.896,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5328,7 +5328,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.964,
+        "ml_probability": 0.943,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5355,7 +5355,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.967,
+        "ml_probability": 0.972,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5436,7 +5436,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.988,
+        "ml_probability": 0.996,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5463,7 +5463,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.94,
+        "ml_probability": 0.933,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5490,7 +5490,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.988,
+        "ml_probability": 0.979,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5517,7 +5517,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.996,
+        "ml_probability": 0.988,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5544,7 +5544,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.972,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5571,7 +5571,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.997,
+        "ml_probability": 0.966,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5598,7 +5598,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.994,
+        "ml_probability": 0.982,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5625,7 +5625,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.822,
+        "ml_probability": 0.899,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5652,7 +5652,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.997,
+        "ml_probability": 0.981,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5706,7 +5706,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.996,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5733,7 +5733,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.996,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5760,7 +5760,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.758,
+        "ml_probability": 0.894,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -5787,7 +5787,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.758,
+        "ml_probability": 0.894,
         "rule": "Secret",
         "severity": "medium",
         "confidence": "moderate",
@@ -5814,7 +5814,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.997,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5841,7 +5841,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.967,
+        "ml_probability": 0.938,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5868,7 +5868,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.936,
+        "ml_probability": 0.992,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5895,7 +5895,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5922,7 +5922,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.993,
+        "ml_probability": 0.984,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5949,7 +5949,34 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.94,
+        "ml_probability": 0.1,
+        "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": 0.896,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -5976,7 +6003,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.03,
+        "ml_probability": 0.01,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6003,7 +6030,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.929,
+        "ml_probability": 0.949,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6030,7 +6057,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6057,7 +6084,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.998,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6084,7 +6111,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.987,
+        "ml_probability": 0.953,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6111,7 +6138,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.995,
+        "ml_probability": 0.998,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6165,7 +6192,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.579,
+        "ml_probability": 0.131,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6192,7 +6219,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.865,
+        "ml_probability": 0.603,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6219,7 +6246,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.958,
+        "ml_probability": 0.956,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6246,7 +6273,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.003,
+        "ml_probability": 0.029,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6273,7 +6300,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.99,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6300,7 +6327,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.976,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6327,7 +6354,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.997,
+        "ml_probability": 0.988,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6354,7 +6381,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.988,
+        "ml_probability": 0.952,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6381,7 +6408,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.966,
+        "ml_probability": 0.943,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6408,7 +6435,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.996,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6435,7 +6462,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.995,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6462,7 +6489,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.996,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6489,7 +6516,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.997,
+        "ml_probability": 0.998,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6516,7 +6543,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.987,
+        "ml_probability": 0.997,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6543,7 +6570,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.993,
+        "ml_probability": 0.995,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6570,7 +6597,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.881,
+        "ml_probability": 0.979,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6597,7 +6624,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.994,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6705,7 +6732,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.934,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6732,7 +6759,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.996,
+        "ml_probability": 0.97,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6759,7 +6786,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.975,
+        "ml_probability": 0.978,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -6921,7 +6948,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.999,
         "rule": "Token",
         "severity": "medium",
         "confidence": "moderate",
@@ -7630,7 +7657,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.99,
+        "ml_probability": 0.978,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -7792,7 +7819,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.853,
+        "ml_probability": 0.458,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -7819,7 +7846,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.998,
         "rule": "Secret",
         "severity": "medium",
         "confidence": "moderate",
@@ -7846,7 +7873,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Secret",
         "severity": "medium",
         "confidence": "moderate",
@@ -7873,7 +7900,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Secret",
         "severity": "medium",
         "confidence": "moderate",
@@ -7900,7 +7927,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Secret",
         "severity": "medium",
         "confidence": "moderate",
@@ -8079,7 +8106,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.998,
         "rule": "Token",
         "severity": "medium",
         "confidence": "moderate",
@@ -8177,7 +8204,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.998,
         "rule": "Token",
         "severity": "medium",
         "confidence": "moderate",
@@ -8204,7 +8231,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.998,
         "rule": "Nonce",
         "severity": "medium",
         "confidence": "moderate",
@@ -8312,7 +8339,34 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.994,
+        "ml_probability": 0.0,
+        "rule": "Password",
+        "severity": "medium",
+        "confidence": "moderate",
+        "line_data_list": [
+            {
+                "line": "MYSQLPASS: Ce7shE0ENPiBlE_EdEose0cBAA",
+                "line_num": 1,
+                "path": "tests/samples/pass_valid",
+                "info": "",
+                "value": "Ce7shE0ENPiBlE_EdEose0cBAA",
+                "value_start": 11,
+                "value_end": 37,
+                "variable": "MYSQLPASS",
+                "variable_start": 0,
+                "variable_end": 9,
+                "entropy_validation": {
+                    "iterator": "BASE64_CHARS",
+                    "entropy": 3.688513556888096,
+                    "valid": false
+                }
+            }
+        ]
+    },
+    {
+        "api_validation": "NOT_AVAILABLE",
+        "ml_validation": "VALIDATED_KEY",
+        "ml_probability": 0.98,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -8339,7 +8393,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.998,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -8366,7 +8420,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.013,
+        "ml_probability": 0.038,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -8393,7 +8447,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.163,
+        "ml_probability": 0.087,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -8420,7 +8474,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.997,
+        "ml_probability": 0.904,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -8474,7 +8528,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.994,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -8501,7 +8555,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.996,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -8528,7 +8582,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.904,
+        "ml_probability": 0.818,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -8555,7 +8609,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.99,
+        "ml_probability": 0.978,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -8582,7 +8636,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.997,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -8609,7 +8663,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.99,
+        "ml_probability": 0.978,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -8636,7 +8690,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.983,
+        "ml_probability": 0.963,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -8985,7 +9039,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.378,
+        "ml_probability": 0.308,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -9039,7 +9093,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.989,
+        "ml_probability": 0.887,
         "rule": "Salt",
         "severity": "medium",
         "confidence": "moderate",
@@ -9066,7 +9120,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.322,
+        "ml_probability": 0.125,
         "rule": "Salt",
         "severity": "medium",
         "confidence": "moderate",
@@ -9093,7 +9147,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.992,
+        "ml_probability": 0.907,
         "rule": "Salt",
         "severity": "medium",
         "confidence": "moderate",
@@ -9120,7 +9174,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.9,
+        "ml_probability": 0.816,
         "rule": "Salt",
         "severity": "medium",
         "confidence": "moderate",
@@ -9147,7 +9201,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.992,
+        "ml_probability": 0.665,
         "rule": "Salt",
         "severity": "medium",
         "confidence": "moderate",
@@ -9174,7 +9228,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.264,
+        "ml_probability": 0.192,
         "rule": "Secret",
         "severity": "medium",
         "confidence": "moderate",
@@ -9633,7 +9687,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.88,
+        "ml_probability": 0.804,
         "rule": "Token",
         "severity": "medium",
         "confidence": "moderate",
@@ -9660,7 +9714,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.716,
         "rule": "Token",
         "severity": "medium",
         "confidence": "moderate",
@@ -9687,7 +9741,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Token",
         "severity": "medium",
         "confidence": "moderate",
@@ -9741,7 +9795,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.994,
         "rule": "URL Credentials",
         "severity": "high",
         "confidence": "moderate",
@@ -9795,7 +9849,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.989,
         "rule": "URL Credentials",
         "severity": "high",
         "confidence": "moderate",
@@ -9849,7 +9903,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.988,
+        "ml_probability": 0.993,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -9876,7 +9930,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.983,
+        "ml_probability": 0.971,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -9930,7 +9984,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.076,
         "rule": "UUID",
         "severity": "info",
         "confidence": "strong",
@@ -9984,7 +10038,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.979,
+        "ml_probability": 0.911,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -10007,5 +10061,32 @@
                 }
             }
         ]
+    },
+    {
+        "api_validation": "NOT_AVAILABLE",
+        "ml_validation": "VALIDATED_KEY",
+        "ml_probability": 0.0,
+        "rule": "Password",
+        "severity": "medium",
+        "confidence": "moderate",
+        "line_data_list": [
+            {
+                "line": "password : peace_for_ukraine",
+                "line_num": 9,
+                "path": "tests/samples/xml_password.xml",
+                "info": "",
+                "value": "peace_for_ukraine",
+                "value_start": 11,
+                "value_end": 28,
+                "variable": "password",
+                "variable_start": 0,
+                "variable_end": 8,
+                "entropy_validation": {
+                    "iterator": "BASE36_CHARS",
+                    "entropy": 3.091591477446567,
+                    "valid": true
+                }
+            }
+        ]
     }
 ]
\ No newline at end of file
diff --git a/tests/data/output.json b/tests/data/output.json
index a52688415..24dc955c2 100644
--- a/tests/data/output.json
+++ b/tests/data/output.json
@@ -29,7 +29,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.997,
+        "ml_probability": 0.999,
         "rule": "API",
         "severity": "medium",
         "confidence": "moderate",
@@ -191,7 +191,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.962,
+        "ml_probability": 0.87,
         "rule": "Auth",
         "severity": "medium",
         "confidence": "moderate",
@@ -218,7 +218,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Auth",
         "severity": "medium",
         "confidence": "moderate",
@@ -245,7 +245,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.991,
+        "ml_probability": 0.99,
         "rule": "Auth",
         "severity": "medium",
         "confidence": "moderate",
@@ -272,7 +272,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Auth",
         "severity": "medium",
         "confidence": "moderate",
@@ -299,7 +299,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.963,
         "rule": "Auth",
         "severity": "medium",
         "confidence": "moderate",
@@ -448,6 +448,33 @@
             }
         ]
     },
+    {
+        "api_validation": "NOT_AVAILABLE",
+        "ml_validation": "VALIDATED_KEY",
+        "ml_probability": 0.924,
+        "rule": "Key",
+        "severity": "medium",
+        "confidence": "moderate",
+        "line_data_list": [
+            {
+                "line": "\"AwsAccessKey\": \"AKIAGIREOGIAWSKEY123\", \"AwsAccessKey2\": \"AKIAGIREOGIAWSKEY555\",",
+                "line_num": 2,
+                "path": "tests/samples/aws_multi.groovy",
+                "info": "",
+                "value": "AKIAGIREOGIAWSKEY123",
+                "value_start": 17,
+                "value_end": 37,
+                "variable": "AwsAccessKey",
+                "variable_start": 1,
+                "variable_end": 13,
+                "entropy_validation": {
+                    "iterator": "BASE64_CHARS",
+                    "entropy": 3.5464393446710156,
+                    "valid": false
+                }
+            }
+        ]
+    },
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "NOT_AVAILABLE",
@@ -519,6 +546,33 @@
             }
         ]
     },
+    {
+        "api_validation": "NOT_AVAILABLE",
+        "ml_validation": "VALIDATED_KEY",
+        "ml_probability": 0.922,
+        "rule": "Key",
+        "severity": "medium",
+        "confidence": "moderate",
+        "line_data_list": [
+            {
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+                "path": "tests/samples/aws_multi.groovy",
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+                "value": "AKIAGIREOGIAWSKEY555",
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         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.983,
+        "ml_probability": 0.944,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2736,7 +2655,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.996,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2763,7 +2682,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.997,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2790,7 +2709,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.993,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2817,7 +2736,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.985,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2844,7 +2763,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.994,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2871,7 +2790,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.993,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2898,7 +2817,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.99,
+        "ml_probability": 0.975,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2925,7 +2844,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.885,
+        "ml_probability": 0.759,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -2952,34 +2871,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.943,
-        "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": 0.989,
+        "ml_probability": 0.766,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3006,7 +2898,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.996,
+        "ml_probability": 0.971,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3033,7 +2925,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.979,
+        "ml_probability": 0.839,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3060,7 +2952,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.996,
+        "ml_probability": 0.871,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3087,34 +2979,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.994,
-        "rule": "Password",
-        "severity": "medium",
-        "confidence": "moderate",
-        "line_data_list": [
-            {
-                "line": "PW:dipPr190Gg! ID:master",
-                "line_num": 91,
-                "path": "tests/samples/doc_id_pair_passwd_pair",
-                "info": "",
-                "value": "dipPr190Gg!",
-                "value_start": 3,
-                "value_end": 14,
-                "variable": "PW",
-                "variable_start": 0,
-                "variable_end": 2,
-                "entropy_validation": {
-                    "iterator": "BASE64_CHARS",
-                    "entropy": 3.1449378351248165,
-                    "valid": false
-                }
-            }
-        ]
-    },
-    {
-        "api_validation": "NOT_AVAILABLE",
-        "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.904,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3141,7 +3006,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.973,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3168,7 +3033,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.921,
+        "ml_probability": 0.968,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3195,7 +3060,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.866,
+        "ml_probability": 0.921,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3222,34 +3087,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.954,
-        "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": 0.937,
+        "ml_probability": 0.745,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3276,7 +3114,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.842,
+        "ml_probability": 0.874,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3303,7 +3141,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.983,
+        "ml_probability": 0.959,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3330,7 +3168,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.951,
+        "ml_probability": 0.847,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3357,7 +3195,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.964,
+        "ml_probability": 0.939,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3384,7 +3222,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.986,
+        "ml_probability": 0.968,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3411,7 +3249,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.988,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3438,7 +3276,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.98,
+        "ml_probability": 0.967,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3465,7 +3303,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.984,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3492,7 +3330,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.979,
+        "ml_probability": 0.952,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3519,7 +3357,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.979,
+        "ml_probability": 0.931,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3546,7 +3384,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.993,
+        "ml_probability": 0.951,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3573,7 +3411,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.997,
+        "ml_probability": 0.982,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3600,49 +3438,22 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.978,
+        "ml_probability": 0.883,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
         "line_data_list": [
             {
                 "line": "Passwd:Prl23Db#@ Prl23Db#@",
-                "line_num": 23,
-                "path": "tests/samples/doc_passwd_pair",
-                "info": "",
-                "value": "Prl23Db#@",
-                "value_start": 7,
-                "value_end": 16,
-                "variable": "Passwd",
-                "variable_start": 0,
-                "variable_end": 6,
-                "entropy_validation": {
-                    "iterator": "BASE64_CHARS",
-                    "entropy": 2.4654972233440207,
-                    "valid": false
-                }
-            }
-        ]
-    },
-    {
-        "api_validation": "NOT_AVAILABLE",
-        "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.759,
-        "rule": "Password",
-        "severity": "medium",
-        "confidence": "moderate",
-        "line_data_list": [
-            {
-                "line": "PW:Prl23Db#@,password:Prl23Db#@",
-                "line_num": 24,
+                "line_num": 23,
                 "path": "tests/samples/doc_passwd_pair",
                 "info": "",
                 "value": "Prl23Db#@",
-                "value_start": 3,
-                "value_end": 12,
-                "variable": "PW",
+                "value_start": 7,
+                "value_end": 16,
+                "variable": "Passwd",
                 "variable_start": 0,
-                "variable_end": 2,
+                "variable_end": 6,
                 "entropy_validation": {
                     "iterator": "BASE64_CHARS",
                     "entropy": 2.4654972233440207,
@@ -3654,7 +3465,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.982,
+        "ml_probability": 0.946,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3681,7 +3492,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.926,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3708,7 +3519,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.993,
+        "ml_probability": 0.985,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3735,7 +3546,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.939,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3762,7 +3573,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.967,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3789,7 +3600,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.996,
+        "ml_probability": 0.959,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3816,7 +3627,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.982,
+        "ml_probability": 0.886,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3843,7 +3654,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.965,
+        "ml_probability": 0.67,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3870,7 +3681,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.985,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3897,7 +3708,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.979,
+        "ml_probability": 0.951,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3924,7 +3735,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.989,
+        "ml_probability": 0.822,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3951,7 +3762,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.983,
+        "ml_probability": 0.767,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -3978,7 +3789,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.97,
+        "ml_probability": 0.916,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4005,7 +3816,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.992,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4032,7 +3843,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.992,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4059,7 +3870,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.997,
+        "ml_probability": 0.991,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4083,33 +3894,6 @@
             }
         ]
     },
-    {
-        "api_validation": "NOT_AVAILABLE",
-        "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.82,
-        "rule": "Password",
-        "severity": "medium",
-        "confidence": "moderate",
-        "line_data_list": [
-            {
-                "line": "# password: keep empty",
-                "line_num": 56,
-                "path": "tests/samples/doc_passwd_pair",
-                "info": "",
-                "value": "keep",
-                "value_start": 12,
-                "value_end": 16,
-                "variable": "password",
-                "variable_start": 2,
-                "variable_end": 10,
-                "entropy_validation": {
-                    "iterator": "BASE64_CHARS",
-                    "entropy": 1.5,
-                    "valid": false
-                }
-            }
-        ]
-    },
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
@@ -4140,7 +3924,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Token",
         "severity": "medium",
         "confidence": "moderate",
@@ -4383,7 +4167,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.998,
         "rule": "Token",
         "severity": "medium",
         "confidence": "moderate",
@@ -4464,7 +4248,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.998,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -4545,7 +4329,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.999,
+        "ml_probability": 0.994,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -4572,7 +4356,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -4599,7 +4383,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
+        "ml_probability": 0.999,
         "rule": "Secret",
         "severity": "medium",
         "confidence": "moderate",
@@ -4680,7 +4464,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.995,
         "rule": "Auth",
         "severity": "medium",
         "confidence": "moderate",
@@ -4707,7 +4491,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.998,
+        "ml_probability": 0.995,
         "rule": "Key",
         "severity": "medium",
         "confidence": "moderate",
@@ -4734,7 +4518,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.958,
+        "ml_probability": 0.956,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4761,7 +4545,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.993,
+        "ml_probability": 0.896,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4788,7 +4572,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.964,
+        "ml_probability": 0.943,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4815,7 +4599,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.967,
+        "ml_probability": 0.972,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4896,7 +4680,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.988,
+        "ml_probability": 0.996,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4923,7 +4707,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.94,
+        "ml_probability": 0.933,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
@@ -4950,7 +4734,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.988,
+        "ml_probability": 0.979,
         "rule": "Password",
         "severity": "medium",
         "confidence": "moderate",
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-        "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 1.0,
-        "rule": "UUID",
-        "severity": "info",
-        "confidence": "strong",
-        "line_data_list": [
-            {
-                "line": "bace4d19-fa7e-beef-cafe-9129474bcd81 # tp",
-                "line_num": 1,
-                "path": "tests/samples/uuid",
-                "info": "",
-                "value": "bace4d19-fa7e-beef-cafe-9129474bcd81",
-                "value_start": 0,
-                "value_end": 36,
-                "variable": null,
-                "variable_start": -2,
-                "variable_end": -2,
-                "entropy_validation": {
-                    "iterator": "BASE36_CHARS",
-                    "entropy": 3.2373263071270246,
-                    "valid": true
-                }
-            }
-        ]
-    },
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "NOT_AVAILABLE",
@@ -9228,7 +8931,7 @@
     {
         "api_validation": "NOT_AVAILABLE",
         "ml_validation": "VALIDATED_KEY",
-        "ml_probability": 0.979,
+        "ml_probability": 0.911,
         "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 d2d73403a..0c2d33c64 100644
--- a/tests/ml_model/test_ml_validator.py
+++ b/tests/ml_model/test_ml_validator.py
@@ -53,17 +53,17 @@ def validate(_candidate: Candidate) -> Tuple[bool, float]:
         candidate.line_data_list[0].path = "sample.yaml"
         candidate.line_data_list[0].file_type = ".yaml"
         decision, probability = validate(candidate)
-        self.assertAlmostEqual(0.9958975315093994, probability, delta=NEGLIGIBLE_ML_THRESHOLD)
+        self.assertAlmostEqual(0.9994515776634216, probability, delta=NEGLIGIBLE_ML_THRESHOLD)
 
         candidate.line_data_list[0].path = "test.cc"
         candidate.line_data_list[0].file_type = ".cc"
         decision, probability = validate(candidate)
-        self.assertAlmostEqual(0.9883015155792236, probability, delta=NEGLIGIBLE_ML_THRESHOLD)
+        self.assertAlmostEqual(0.9989229440689087, probability, delta=NEGLIGIBLE_ML_THRESHOLD)
 
         candidate.line_data_list[0].path = "other.unknown"
         candidate.line_data_list[0].file_type = ".unknown"
         decision, probability = validate(candidate)
-        self.assertAlmostEqual(0.9985307455062866, probability, delta=NEGLIGIBLE_ML_THRESHOLD)
+        self.assertAlmostEqual(0.999495267868042, probability, delta=NEGLIGIBLE_ML_THRESHOLD)
 
     def test_ml_validator_auxiliary_p(self):
         candidate = Candidate.get_dummy_candidate(self.config, "mycred", "", "")
@@ -77,22 +77,24 @@ def test_ml_validator_auxiliary_p(self):
         aux_candidate = copy.deepcopy(candidate)
         aux_candidate.line_data_list[0].variable = None
 
+        # todo: the scores are low for current ML model - will be changed after train
+
         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(0.9583272337913513, probability_batch[0], delta=NEGLIGIBLE_ML_THRESHOLD)
+        self.assertAlmostEqual(0.16333681344985962, probability_batch[0], delta=NEGLIGIBLE_ML_THRESHOLD)
 
         # auxiliary rule which was not trained - keeps the same ML probability
         aux_candidate.rule_name = "PASSWD_PAIR"
         sample_as_batch = [(candidate_key, [candidate, aux_candidate])]
         is_cred_batch, probability_batch = self.ml_validator.validate_groups(sample_as_batch, 2)
-        self.assertAlmostEqual(0.9583272337913513, probability_batch[0], delta=NEGLIGIBLE_ML_THRESHOLD)
+        self.assertAlmostEqual(0.16333681344985962, probability_batch[0], delta=NEGLIGIBLE_ML_THRESHOLD)
 
         # auxiliary rule in train increases ML probability
         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(0.9972454309463501, probability_batch[0], delta=NEGLIGIBLE_ML_THRESHOLD)
+        self.assertAlmostEqual(0.16333681344985962, probability_batch[0], delta=NEGLIGIBLE_ML_THRESHOLD)
 
     def test_extract_features_p(self):
         candidate1 = Candidate.get_dummy_candidate(self.config, "main.py", ".py", "info")
diff --git a/tests/test_app.py b/tests/test_app.py
index 888eeaf78..cbe4c40fd 100644
--- a/tests/test_app.py
+++ b/tests/test_app.py
@@ -602,6 +602,7 @@ def test_rules_ml_p(self) -> None:
                 "IP_ID_PASSWORD_TRIPLE",
                 "ID_PAIR_PASSWD_PAIR",
                 "PASSWD_PAIR",
+                "UUID", # todo: remove this after ML retrain with the rule
             }
             self.assertSetEqual(rules_set.difference(missed), report_set, f"\n{_stdout}")
             self.assertEqual(SAMPLES_POST_CRED_COUNT, len(report))
diff --git a/tests/test_main.py b/tests/test_main.py
index 14c8a619b..7e664004b 100644
--- a/tests/test_main.py
+++ b/tests/test_main.py
@@ -487,7 +487,7 @@ def test_pdf_p(self) -> None:
         cred_sweeper = CredSweeper(depth=7)
         cred_sweeper.run(content_provider=content_provider)
         found_credentials = cred_sweeper.credential_manager.get_credentials()
-        self.assertSetEqual({"AWS Client ID", "Password", "Github Classic Token"},
+        self.assertSetEqual({"AWS Client ID", "Password", "Github Classic Token", "Key"},
                             set(i.rule_name for i in found_credentials))
         self.assertSetEqual({"Xdj@jcN834b", "AKIAGIREOGIAWSKEY123", "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"},
                             set(i.line_data_list[0].value for i in found_credentials))