TFHE-rs: A Pure Rust implementation of the TFHE Scheme for Boolean and Integer Arithmetics Over Encrypted Data.

A compiler for homomorphic encryption

This project demonstrates principles of a protocol outlined in my master thesis. The protocol is a superset of the Practical Multi-Candidate Election System (Baudron et. al 2001). It focuses on allowing the user to vote for multiple choices and to have multiple votes (an example of a shareholder meeting is implemented here)

Concrete ML: Privacy Preserving ML framework built on top of Concrete, with bindings to traditional ML frameworks.

PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in Python, with NumPy compatibility. Uses SEAL/PALISADE as backends, implemented using Cython.

Advanced Cryptographic Toolkit

A private blockDAG using Homomorphic Encryption with Smart Contract support

Concrete: TFHE Compiler that converts python programs into FHE equivalent

GPU/CUDA implementation of Leveled BFV/CKKS/BGV scheme.

This is the development repository for the OpenFHE library. The current (stable) version is v1.2.0 (released on June 25, 2024).

Modern Cryptography Suite in C++17

We are a community of researchers and developers interested in advancing homomorphic encryption and other secure computation techniques.

A library for lattice-based multiparty homomorphic encryption in Go

Pure C++ Ver. of TFHE.

A reading list for homomorphic encryption

[CVPR 2023] CaPriDe Learning: Confidential and Private Decentralized Learning based on Encryption-friendly Distillation Loss

Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"

A compiler for fully homomorphic encryption and zero knowledge proofs

Intel:registered: Homomorphic Encryption Acceleration Library accelerates modular arithmetic operations used in homomorphic encryption

FedAnil+ is a novel lightweight, and secure Federated Deep Learning Model to address non-IID data, privacy concerns, and communication overhead. This repo hosts a simulation for FedAnil+ written in Python.