primihub/primihub

Perform data science on data that remains in someone else's server

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

FHEVM, a full-stack framework for integrating Fully Homomorphic Encryption (FHE) with blockchain applications

Concrete: TFHE Compiler that converts python programs into FHE equivalent

Nym provides strong network-level privacy against sophisticated end-to-end attackers, and anonymous transactions using blinded, re-randomizable, decentralized credentials.

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

Meaningful control of data in distributed systems.

Google's differential privacy libraries.

An open-source framework for machine learning and other computations on decentralized data.