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Search results for python homomorphic encryption

homomorphic-encryption x

31 search results found

Secretflow ⭐ 2,101

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

Concrete ⭐ 938

Concrete: TFHE Compiler that converts python programs into FHE equivalent

Tenseal ⭐ 668

A library for doing homomorphic encryption operations on tensors

Concrete Ml ⭐ 607

Concrete ML: Privacy Preserving ML framework built on top of Concrete, with bindings to traditional ML frameworks.

Python Paillier ⭐ 539

A library for Partially Homomorphic Encryption in Python

PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in Python, with NumPy compatibility. Uses SEAL/PALISADE as backends, implemented using Cython.

Seal Python ⭐ 251

Microsoft SEAL 4.X For Python

Concrete Numpy ⭐ 206

Concrete-Numpy: A library to turn programs into their homomorphic equivalent.

Liberate Fhe ⭐ 76

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

Pailliercryptolib_python ⭐ 45

Intel Paillier Cryptosystem Library is an open-source library which provides accelerated performance of a partial homomorphic encryption (HE), named Paillier cryptosystem, by utilizing Intel® IPP-Crypto technologies on Intel CPUs supporting the AVX512IFMA instructions. The library is written in modern standard C++ and provides the essential API for the Paillier cryptosystem scheme. Intel Paillier Cryptosystem Library - Python is a Python extension package intended for Python based privacy preser

Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption

Privacy -preserving Neural Networks

Protocols.distributed_keygen ⭐ 19

TNO MPC Lab - Protocols - Distributed Keygen

Federated ⭐ 18

Bachelor's Thesis in Computer Science: Privacy-Preserving Federated Learning Applied to Decentralized Data

Helayers ⭐ 18

IBM HElayers homomorphic encryption SDK for C++ and Python

Lightphe ⭐ 17

A Lightweight Partially Homomorphic Encryption Library for Python

[arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning

Homomorphic Encryption ⭐ 14

This repo contains code/learning resources related to Homomorphic Encryption.

Federated Learning Poc ⭐ 13

Proof of Concept of a Federated Learning framework that maintains the privacy of the participants involved.

Bridge between TensorFlow and Google's Private Join and Compute library

Open source platform for the privacy-preserving machine learning lifecycle

Heaan Python ⭐ 10

HEAAN lib binds for Python

Encrypted Evaluation ⭐ 10

Client/Server framework for encrypted machine learning using homomorphic encryption

Seceumfl ⭐ 10

SeceumFL 联邦学习系统v3.2版本是神谱科技（上海）有限公司基于FATE进行开发的联邦学习产品， SeceumFL具备了安全隔离域、可信计算、联邦建模等技术能力，有效保障数据安全和用户隐私，支持多方

An implementation of BGV-FHE scheme

Tool for Automating efficient Secure Two-partY computation protocols

Federated_he ⭐ 7

Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology and radiology, reaching state-of-the-art performance with privacy guarantees.

Defending Federated Learning System ⭐ 7

Implementation of a client reputation, gradient checking and homomorphic encryption mechanism to defend a federated learning system from data/model poisoning and reverse engineering attacks.

Helios_lib ⭐ 6

Helios Server (Helios is an end-to-end verifiable voting system) as library

Damgard Jurik ⭐ 5

A Python implementation of the threshold variant of the Damgard-Jurik cryptosystem.

Cinguparam ⭐ 5

CinguParam - HE parameters for all

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