homomorphic-encryption

Microsoft SEAL is an easy-to-use and powerful homomorphic encryption library.

An FHE compiler for C++

A unified framework for privacy-preserving data analysis and machine learning

Concrete: TFHE Compiler that converts python programs into FHE equivalent

A library for lattice-based multiparty homomorphic encryption in Go

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

Concrete ML: Privacy Preserving ML framework using Fully Homomorphic Encryption (FHE), built on top of Concrete, with bindings to traditional ML frameworks.

✨ Awesome - A curated list of amazing Homomorphic Encryption libraries, software and resources

A library for doing homomorphic encryption operations on tensors

This is the development repository for the OpenFHE library. The current (stable) version is v1.2.4 (released on March 21, 2025).

A library for Partially Homomorphic Encryption in Python

A Privacy-Preserving Framework Based on TensorFlow

Homomorphic Encryption library and applications in Swift

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.

A compiler for homomorphic encryption

Cingulata (pronounced "tchingulata") is a compiler toolchain and RTE for running C++ programs over encrypted data by means of fully homomorphic encryption techniques.

A private blockDAG with Homomorphic Encryption and Smart Contracts

Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)

SDK for private data access, built on homomorphic encryption.

Microsoft SEAL 4.X For Python