/awesome-he

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

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Awesome Homomorphic Encryption Awesome

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

Contents

Libraries

  • HElib - Brakerski-Gentry-Vaikuntanathan (BGV) scheme.
  • SEAL - "FullRNS" optimization of Fan-Vercauteren (FV) scheme.
  • FHEW - Fully HE library.
  • HEAAN - Scheme with native support for fixed point approximate arithmetic.
  • Λ ○ λ - Haskell library for ring-based lattice cryptography that supports FHE.
  • NFLlib - NTT-based Fast Lattice library.
  • PALISADE - lattice encryption library.
  • tfhe - Faster fully HE: Bootstrapping in less than 0.1 seconds.
  • Pyfhel - PYthon For HELib.
  • libshe - Symmetric somewhat HE library based on DGHV scheme.
  • cuHE - GPU-accelerated HE library for NVIDIA CUDA-Enabled GPUs.
  • cuYASHE - Based on leveled fully HE scheme YASHE for GPGPUs.
  • python-paillier - Partially HE based on Paillier scheme.
  • krypto - C++ implementation of multivariate quadratic FHE.
  • petlib - Python library that implements a number of Privacy Enhancing Technologies.

Software

  • OpenMined - Decentralized data ownership & intelligence based on HE, blockchain and deep / federated learning.
  • Cingulata - Compiler toolchain and RTE for running C++ programs over encrypted data.
  • crypto-geofence - Geo-fencing demo application based on Paillier scheme.

Databases

  • CryptDB - Protecting Confidentiality with Encrypted Query Processing.
  • ZeroDB - E2E encrypted database using proxy re-encryption.
  • Prisma/DB - Security layer for relational database systems.
  • encrypted-mongodb - Wrapper on MongoDB's Python driver that enables to query encrypted data.

Resources

Related awesome lists

Contribute

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License

CC0

To the extent possible under law, Jonathan Schneider has waived all copyright and related or neighboring rights to this work.