Privacy Preserving Techniques's repositories
cpython
The Python programming language
EVA
Compiler for the SEAL homomorphic encryption library
fhe-toolkit-linux
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.
PipelineDP
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.
privacy
Library for training machine learning models with privacy for training data
PyDP
The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy
SEAL
Microsoft SEAL is an easy-to-use and powerful homomorphic encryption library.
smartnoise-sdk
Tools and service for differentially private processing of tabular and relational data
awesome-he
✨ Awesome - A curated list of amazing Homomorphic Encryption libraries, software and resources
awesome-zero-knowledge-proofs
A curated list of awesome things related to learning Zero-Knowledge Proofs (ZKP).
chamberlain
web server and orchestrator for CCD jobs
concrete
Concrete Operates oN Ciphertexts Rapidly by Extending TfhE
differential-privacy
Google's differential privacy libraries.
differential-privacy-library
Diffprivlib: The IBM Differential Privacy Library
electionguard
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.
fhe-toolkit-ios
IBM Fully Homomorphic Encryption Toolkit For iOS
fhe-toolkit-macos
IBM Homomorphic Encryption Toolkit For MacOS
fully-homomorphic-encryption
Libraries and tools to perform fully homomorphic encryption operations on an encrypted data set.
HElib
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.
lattigo
A library for lattice-based homomorphic encryption in Go
opacus
Training PyTorch models with differential privacy
SealPIR
Example implementation of the SealPIR protocol
smartnoise-core
Differential privacy validator and runtime
smartnoise-samples
Code samples and documentation for SmartNoise differential privacy tools
tfhe
TFHE: Fast Fully Homomorphic Encryption Library over the Torus
veracruz
Main repository for the Veracruz privacy-preserving compute project, an adopted project of the Confidential Compute Consortium (CCC).