In this paper we provide a survey of various libraries for homomorphic encryption. We describe key features and trade-offs that should be considered while choosing the right approach for secure computation. We then present a comparison of six commonly available Homomorphic Encryption libraries - SEAL, HElib, TFHE, Paillier, ELGamal and RSA across these identified features. Support for different languages and real-life applications are also elucidated.
Cite
@article{arxiv.1812.02428,
title = {A Review of Homomorphic Encryption Libraries for Secure Computation},
author = {Sai Sri Sathya and Praneeth Vepakomma and Ramesh Raskar and Ranjan Ramachandra and Santanu Bhattacharya},
journal= {arXiv preprint arXiv:1812.02428},
year = {2018}
}