PyRank

Homomorphic Encryption Python Packages

Python packages with the GitHub topic homomorphic-encryption. Sorted by relevance, with stars and monthly downloads.
serengil
lightphe

A Lightweight Partially Homomorphic Encryption Library for Python

181K 101 12
OpenMined
tenseal

A library for doing homomorphic encryption operations on tensors

119K 1K 173
CryptoLabInc
pyenvector

Python SDK for enVector - encrypted vector search powered by homomorphic encryption

32K 1 0
data61
phe

A library for Partially Homomorphic Encryption in Python

17K 635 143
nillionnetwork
nilql

Python library for working with encrypted data within nilDB queries and replies.

7K 9 2
lapets
pailliers

Minimal pure-Python implementation of Paillier's additively homomorphic cryptosystem.

6K 0 0
zama-ai
concrete-python

Concrete: TFHE Compiler that converts python programs into FHE equivalent

6K 2K 210
google
heir-py

A compiler for homomorphic encryption

5K 728 133
secretflow
secretflow

A unified framework for privacy-preserving data analysis and machine learning

4K 3K 476
BAder82t
regaudit-fhe

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

3K 2 0
secretflow
sf-heu

A high-performance homomorphic encryption algorithm library.

3K 108 46
secretflow
secretflow-lite

SecretFlow Lite

2K 3K 476
zama-ai
concrete-ml

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

2K 1K 198
KaoruTeranishi
eclib

Homomorphic encryption library for encrypted control

2K 13 2
BAder82t
fairlearn-fhe

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

2K 2 0
blyssprivacy
blyss

An SDK for private data retrieval, built on homomorphic encryption.

2K 350 21
BAder82t
fhe-attack-replay

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

2K 2 0
Huelse
seal-python

Microsoft SEAL 4.X For Python

1K 348 68
BAder82t
fhe-oracle

Adversarial precision testing for FHE programs

1K 2 0
CERN
qkdsimkit

Quantum Key Distribution simulator

686 15 7
inaccel
heflow

Open source platform for the privacy-preserving machine learning lifecycle

381 17 1
nillionnetwork
blindfold

Python library for working with encrypted data within nilDB queries and replies.

380 9 2
TNO-MPC
tno-mpc-encryption-schemes-paillier

TNO PET Lab - secure Multi-Party Computation (MPC) - Encryption Schemes - Paillier

370 5 0
serengil
cipherface

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

269 19 4