Fast Homomorphic Evaluation of Deep Discretized Neural Networks

This repository contains the code that allows to replicate the results presented in the paper "Fast Homomorphic Evaluation of Deep Discretized Neural Networks", by F. Bourse, M. Minelli, M. Minihold, and P. Paillier (https://eprint.iacr.org/2017/1114.pdf).

Authors

Florian Bourse - CNRS, École normale supérieure, INRIA, PSL Research University
Michele Minelli - École normale supérieure, CNRS, INRIA, PSL Research Univeristy
Matthias Minihold - Horst Gortz Institut fur IT-Security, Ruhr-Universitat Bochum
Pascal Paillier - CryptoExperts

Dependencies

Our C++ code depends on tfhe (Fast Fully Homomorphic Encryption Library over the Torus).