Fhe Python Packages

concrete-python

Concrete: TFHE Compiler that converts python programs into FHE equivalent

concrete-ml

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

regaudit-fhe

Depth-tracked regulatory audit primitives for future FHE-CKKS execution.

fairlearn-fhe

Drop-in encrypted Fairlearn metrics over CKKS. Same API surface; ciphertext arithmetic via TenSEAL or OpenFHE.

fhe-attack-replay

Unified attack-replay regression harness for FHE libraries (SEAL, OpenFHE, Lattigo, tfhe-rs).

fhe-oracle

Adversarial precision testing for FHE programs

cipherface

A Homomorphic Encryption-Driven Framework for Secure Cloud-Based Facial Recognition

liberate-fhe

A Fully Homomorphic Encryption (FHE) library for bridging the gap between theory and practice with a focus on performance and accuracy

heco

HECO is an optimizing compiler for Fully Homomorphic Encryption (FHE).

h33

H33 Post-Quantum Encryption SDK — Kyber + AES-256-GCM hybrid encryption, FHE biometrics, and more