yulliwasameur

yulliwasameur.github.io

fully-homomorphic-encryption

Libraries and tools to perform fully homomorphic encryption operations on an encrypted data set.

HE-kNN-V

$K$-Nearest Neighbors ($k$-NN) algorithm with the ”TFHE” scheme by operating on end-to-end encrypted data while preserving privacy.

HElib

HElib is an open-source software library that implements homomorphic encryption. It supports the BGV scheme with bootstrapping and the Approximate Number CKKS scheme. HElib also includes optimizations for efficient homomorphic evaluation, focusing on effective use of ciphertext packing techniques and on the Gentry-Halevi-Smart optimizations.

py_mpqs

Python Multiple Polynomial Quadratic Sieve

SecureK-NNbaseOnHE

Secure K-Nearest Neighbors based on homomorphic encryption (Yulliwas Ameur, Corentin Lanusse--Malhéné, Vincent Audigier, Samia Bouzefrane)