Fhe Python Packages

concrete-python

Concrete: TFHE Compiler that converts python programs into FHE equivalent

vfhe

A library for Zero-Knowledge Proofs, (verifiable) Fully Homomorphic Encryption, and related techniques

fairlearn-fhe

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

concrete-ml

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

fhe-oracle

FHE Oracle — adversarial precision testing for Fully Homomorphic Encryption. Open-source edition (AGPL-3.0).

regaudit-fhe

Depth-tracked regulatory audit primitives for privacy-preserving AI audits with signed envelopes and TenSEAL CKKS support.

fhe-attack-replay

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

liberate-fhe

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

cipherface

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

blindmachine

Open-source trust CLI for The Blind Machine

heco

Optimizing compiler for Fully Homomorphic Encryption (FHE)