Secure Computation

PySyftPython

A Python library for performing data science and machine learning on data without direct access, using remote datasites.

PyGridPython

A peer-to-peer platform for secure, privacy-preserving, decentralized data science and federated learning.

SPUC++

A provable, measurable secure computation device that enables privacy-preserving tensor operations using multi-party computation (MPC).

HEhubC++

A C++ library implementing homomorphic encryption schemes (BGV, CKKS, TFHE) for privacy-preserving computation on encrypted data.

HElibC++

An open-source C++ library implementing homomorphic encryption with BGV and CKKS schemes, optimized for efficient evaluation.