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@Fully-Homomorphic-Encryption Privacy Preserving Techniques

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    44 repositories

    • PipelineDP

      Public
      PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such as Apache Spark, Apache Beam, and more.
      Python
      •
      Apache License 2.0
      •77•0•0•0•Updated Feb 26, 2023Feb 26, 2023

    • PrivacyPreservingTechs

      Public
      Apache License 2.0
      •0•0•0•0•Updated Feb 22, 2022Feb 22, 2022

    • privacy

      Public
      Library for training machine learning models with privacy for training data
      Python
      •
      Apache License 2.0
      •453•0•0•0•Updated Feb 16, 2022Feb 16, 2022

    • Papers

      Public
      Apache License 2.0
      •0•0•0•0•Updated Feb 16, 2022Feb 16, 2022

    • cpython

      Public
      The Python programming language
      Python
      •
      Other
      •31k•0•0•0•Updated Feb 10, 2022Feb 10, 2022

    • awesome-zero-knowledge-proofs

      Public
      A curated list of awesome things related to learning Zero-Knowledge Proofs (ZKP).
      Other
      •858•0•0•0•Updated Feb 5, 2022Feb 5, 2022

    • differential-privacy

      Public
      Google's differential privacy libraries.
      Go
      •
      Apache License 2.0
      •365•0•0•0•Updated Feb 4, 2022Feb 4, 2022

    • PyDP

      Public
      The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy
      Python
      •
      Apache License 2.0
      •139•0•0•0•Updated Feb 2, 2022Feb 2, 2022

    • dp-imagenet

      Public
      Python
      •
      Apache License 2.0
      •6•0•0•0•Updated Feb 1, 2022Feb 1, 2022

    • smartnoise-sdk

      Public
      Tools and service for differentially private processing of tabular and relational data
      Python
      •
      MIT License
      •70•0•0•0•Updated Jan 27, 2022Jan 27, 2022

    • differential-privacy-library

      Public
      Diffprivlib: The IBM Differential Privacy Library
      Python
      •
      MIT License
      •202•0•0•0•Updated Jan 17, 2022Jan 17, 2022

    • smartnoise-core

      Public
      Differential privacy validator and runtime
      Rust
      •
      MIT License
      •33•0•0•0•Updated Jan 6, 2022Jan 6, 2022

    • smartnoise-samples

      Public
      Code samples and documentation for SmartNoise differential privacy tools
      Jupyter Notebook
      •
      MIT License
      •48•0•0•0•Updated Oct 26, 2021Oct 26, 2021

    • veracruz

      Public
      Main repository for the Veracruz privacy-preserving compute project, an adopted project of the Confidential Compute Consortium (CCC).
      Rust
      •
      MIT License
      •39•0•0•0•Updated Oct 6, 2021Oct 6, 2021

    • opacus

      Public
      Training PyTorch models with differential privacy
      Python
      •
      Apache License 2.0
      •350•0•0•0•Updated Oct 5, 2021Oct 5, 2021

    • lattigo

      Public
      A library for lattice-based homomorphic encryption in Go
      Go
      •
      Apache License 2.0
      •184•0•0•0•Updated Sep 23, 2021Sep 23, 2021

    • concrete

      Public
      Concrete Operates oN Ciphertexts Rapidly by Extending TfhE
      Rust
      •
      GNU Affero General Public License v3.0
      •149•0•0•0•Updated Sep 23, 2021Sep 23, 2021

    • Talks

      Public
      Apache License 2.0
      •0•0•0•0•Updated Sep 22, 2021Sep 22, 2021

    • electionguard

      Public
      ElectionGuard is a set of open source software components that can be used to create and publish end to end verifiable elections as well create a publishable artifact for ballot comparison audits.
      HTML
      •
      MIT License
      •129•0•0•0•Updated Sep 20, 2021Sep 20, 2021

    • SEAL

      Public
      Microsoft SEAL is an easy-to-use and powerful homomorphic encryption library.
      C++
      •
      MIT License
      •712•0•0•0•Updated Sep 17, 2021Sep 17, 2021

    • tfhe

      Public
      TFHE: Fast Fully Homomorphic Encryption Library over the Torus
      C++
      •
      Other
      •176•0•0•0•Updated Sep 16, 2021Sep 16, 2021

    • fhe-toolkit-linux

      Public
      IBM Fully Homomorphic Encryption Toolkit For Linux. This toolkit is a Linux based Docker container that demonstrates computing on encrypted data without decrypting it! The toolkit ships with two demos including a fully encrypted Machine Learning inference with a Neural Network and a Privacy-Preserving key-value search.
      C++
      •
      MIT License
      •160•0•0•0•Updated Sep 16, 2021Sep 16, 2021

    • HElib

      Public
      HElib is an open-source software library that implements homomorphic encryption. It supports the BGV scheme with bootstrapping and the Approximate Number CKKS scheme. HElib also includes optimizations for efficient homomorphic evaluation, focusing on effective use of ciphertext packing techniques and on the Gentry-Halevi-Smart optimizations.
      C++
      •
      Other
      •770•0•0•0•Updated Sep 14, 2021Sep 14, 2021

    • fully-homomorphic-encryption

      Public
      Libraries and tools to perform fully homomorphic encryption operations on an encrypted data set.
      C++
      •
      Apache License 2.0
      •257•0•0•0•Updated Sep 2, 2021Sep 2, 2021

    • SealPIR

      Public
      Example implementation of the SealPIR protocol
      C++
      •
      MIT License
      •55•0•0•0•Updated Aug 26, 2021Aug 26, 2021

    • EVA

      Public
      Compiler for the SEAL homomorphic encryption library
      C++
      •
      MIT License
      •60•0•0•0•Updated Aug 19, 2021Aug 19, 2021

    • awesome-he

      Public
      ✨ Awesome - A curated list of amazing Homomorphic Encryption libraries, software and resources
      Other
      •85•0•0•0•Updated Jun 25, 2021Jun 25, 2021

    • fhe-toolkit-macos

      Public
      IBM Homomorphic Encryption Toolkit For MacOS
      C++
      •
      MIT License
      •55•0•0•0•Updated Jun 3, 2021Jun 3, 2021

    • chamberlain

      Public
      web server and orchestrator for CCD jobs
      Python
      •
      MIT License
      •3•0•0•0•Updated Jun 2, 2021Jun 2, 2021

    • fhe-toolkit-ios

      Public
      IBM Fully Homomorphic Encryption Toolkit For iOS
      C++
      •
      MIT License
      •19•0•0•0•Updated May 26, 2021May 26, 2021