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homomorphic-encryption x

129 search results found

Fully Homomorphic Encryption ⭐ 3,395

An FHE compiler for C++

Microsoft SEAL is an easy-to-use and powerful homomorphic encryption library.

Secretflow ⭐ 2,101

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

Lattigo ⭐ 1,078

A library for lattice-based multiparty homomorphic encryption in Go

Concrete ⭐ 938

Concrete: TFHE Compiler that converts python programs into FHE equivalent

Awesome He ⭐ 899

✨ Awesome - A curated list of amazing Homomorphic Encryption libraries, software and resources

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.

Tfhe Rs ⭐ 600

TFHE-rs: A Pure Rust implementation of the TFHE Scheme for Boolean and Integer Arithmetics Over Encrypted Data.

Python Paillier ⭐ 582

A library for Partially Homomorphic Encryption in Python

Openfhe Development ⭐ 484

This is the development repository for the OpenFHE library. The current (stable) version is v1.1.2 (released on December 16, 2023).

Rosetta ⭐ 451

A Privacy-Preserving Framework Based on TensorFlow

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.

Cingulata ⭐ 395

Cingulata (pronounced "tchingulata") is a compiler toolchain and RTE for running C++ programs over encrypted data by means of fully homomorphic encryption techniques.

SDK for private data access, built on homomorphic encryption.

Security and Privacy Risk Simulator for Machine Learning

A protocol for private on-chain voting, implemented in Solidity.

Cryptonets ⭐ 257

CryptoNets is a demonstration of the use of Neural-Networks over data encrypted with Homomorphic Encryption. Homomorphic Encryptions allow performing operations such as addition and multiplication over data while it is encrypted. Therefore, it allows keeping data private while outsourcing computation (see here and here for more about Homomorphic E

Seal Python ⭐ 251

Microsoft SEAL 4.X For Python

He Transformer ⭐ 217

nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph

Sunscreen ⭐ 207

A compiler for fully homomorphic encryption and zero knowledge proofs

Concrete Numpy ⭐ 206

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

Threshold Signatures ⭐ 193

Threshold Signature Scheme for ECDSA

Intel®️ Homomorphic Encryption Acceleration Library accelerates modular arithmetic operations used in homomorphic encryption

Awesome Secure Computation ⭐ 171

Awesome list for cryptographic secure computation paper. This repo includes *Lattice*, *DifferentialPrivacy*, *MPC* and also a comprehensive summary for top conferences.

Node Seal ⭐ 170

Homomorphic Encryption for TypeScript or JavaScript - Microsoft SEAL

Wedpr Lab Core ⭐ 156

Core libraries of WeDPR instant scenario-focused solutions for privacy-inspired business; WeDPR即时可用场景式隐私保护高效解决方案核心算法组件

Standard MLIR dialects for homomorphic encryption

He Toolkit ⭐ 110

The Intel Homomorphic Encryption (HE) toolkit is the primordial vehicle for the continuous distribution of the Intel HE technological innovation to users. The toolkit has been designed with usability in mind and to make it easier for users to evaluate and deploy homomorphic encryption technology on the Intel platforms.

SOCI is a Secure Outsourced Computation on Integers based on the Paillier cryptosystem and a twin-server architecture

Awesome Zama ⭐ 105

A curated list of amazing Fully Homomorphic Encryption (FHE) resources created by the team at Zama.

Hääl - Anonymous Electronic Voting System on Public Blockchains

HEhub is a library for homomorphic encryption and its applications, and is part of the PrimiHub project.

Toyfhe.jl ⭐ 82

Toy implementation of FHE algorithms

Liberate Fhe ⭐ 76

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

Implementing Homomorphic Encryption in Golang 🌱

A VSP; run your encrypted C code AS IS!

A high-performance homomorphic encryption algorithm library.

Concrete Core ⭐ 61

Concrete Core contains a set of low-level primitives which can be used to implement Fully Homomorphically Encrypted (FHE) programs.

Modern Cryptography Suite in C++17

An encrypted, in-memory, key-value store

Rust Paillier ⭐ 59

A pure-Rust implementation of the Paillier encryption scheme

Pure C++ Ver. of TFHE.

Optimizing compiler for Fully Homomorphic Encryption (FHE)

Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library

Hexl Fpga ⭐ 51

Intel Homomorphic Encryption Acceleration Library for FPGAs, including open source implementation of FPGA kernels for accelerating NTT, INTT, Keyswitch and Dyadic Multiplication modular arithmetic operations, FPGA runtime, and host APIs for connecting to third-party homomorphic encryption libraries.

Esecurity ⭐ 49

Javallier ⭐ 48

A Java library for Paillier partially homomorphic encryption.

Secure distributed aggregation of high-dimensional vectors

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

Homomorphic_encryption ⭐ 44

Contains Packages for ElGamal, Paillier, Goldweiser-Micali and DGK Homomorphic Encryption System. Also implements secure multiplication, division and comparison.

SHEEP is a Homomorphic Encryption Evaluation Platform

Literatures On Homomorphic Encryption ⭐ 38

A reading list for homomorphic encryption

Encrypted Geofence ⭐ 35

testing out homomorphic encryption

Rust Paillier ⭐ 34

A pure-Rust implementation of the Paillier encryption scheme

Fhe Org.github.io ⭐ 32

We are a community of researchers and developers interested in advancing homomorphic encryption and other secure computation techniques.

Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption

Prismadb ⭐ 29

Prisma/DB public releases and documentation.

Wedpr Lab Crypto ⭐ 29

Cryptography libraries of WeDPR instant scenario-focused solutions for privacy-inspired business; WeDPR即时可用场景式隐私保护高效解决方案密码学算法组件

Xelis Blockchain ⭐ 25

A private blockchain with Smart Contracts from scratch

Fully Homomorphic Image Processing ⭐ 24

Fully Homomorphic Image Preprocessing and analysis - JPEG encoding, decoding, image resizing.

Privacy -preserving Neural Networks

API of homomorphic binary operations such as binary comparisons or binary divisions using the library HElib

🐿️ Golang implementation of TFHE Encrypted Computation Scheme

Symmetric somewhat homomorphic encryption library based on DGHV

T2 Fhe Compiler And Benchmarks ⭐ 20

A cross compiler and standardized benchmarks for fully homomorphic encryption

Protocols.distributed_keygen ⭐ 19

TNO MPC Lab - Protocols - Distributed Keygen

Timecrypt ⭐ 19

Cb Privacy ⭐ 19

一个基于区块链+同态加密+小程序的隐私保护方案

Helayers ⭐ 18

IBM HElayers homomorphic encryption SDK for C++ and Python

Wedpr Lab Java Sdk ⭐ 18

Java SDK of WeDPR-Lab-Core; WeDPR即时可用场景式隐私保护高效解决方案核心算法组件通用Java SDK

Federated ⭐ 18

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

Recsys2021 Pursuing Privacy ⭐ 18

Material supporting the tutorial "Pursuing Privacy in Recommender Systems: The View of Users and Researchers from Regulations to Applications" held at the 15th ACM Conference on Recommender Systems in Amsterdam, Netherlands

Mpvss Rs ⭐ 18

The library implements a simple Publicly Verifiable Secret Sharing(PVSS) scheme in Rust.

Typhon Spec ⭐ 17

Trustless sidechains for Bitcoin network. Lightning ⚡️ brings thunderbolt 🌩 – Typhon 🐉 brings typhoon🌪

Lightphe ⭐ 17

A Lightweight Partially Homomorphic Encryption Library for Python

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

Wedpr Lab Android Sdk ⭐ 16

Android SDK of WeDPR-Lab-Core; WeDPR即时可用场景式隐私保护高效解决方案核心算法组件Android SDK

Private Information Retrieval protocol

Crypto_nn ⭐ 15

Proof of concept for CryptoDL made for BigSec course @ EURECOM

Wedpr Lab Ios Sdk ⭐ 15

iOS SDK of WeDPR-Lab-Core; WeDPR即时可用场景式隐私保护高效解决方案核心算法组件iOS SDK

Extension for the .NET Framework cryptography subsystem, which introduces the ElGamal public key cryptosystem with support for homomorphic multiplication.

Ecelgamal ⭐ 14

Additive homomorphic EC-ElGamal

Homomorphic Encryption ⭐ 14

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

Homomorphic Encryption PIR Postgres C/C++ Agregate Extension.

Federated Learning Poc ⭐ 13

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

Frontend ⭐ 13

The HEBench (homomorphic encryption benchmark) frontend consists of the components relevant to users running benchmarks, extending the test harness with custom workloads, and developers who wish to contribute to the testing side of the framework.

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

Implementation of Multi-Key TFHE [KMS22]

Paillier.jl ⭐ 11

A Julia implementation of the Paillier partially homomorphic encryption system

A high-performance, Pythonic framework for secure computing in bioinformatics

Open source platform for the privacy-preserving machine learning lifecycle

Cryptoleq ⭐ 11

Cryptoleq: A Heterogeneous Abstract Machine for Encrypted and Unencrypted Computation.

Tricks for Accelerating (encrypted) Prediction As a Service

Paillier ⭐ 10

Extension for the .NET Framework cryptography subsystem, which introduces the Paillier public key cryptosystem with support for homomorphic addition.

Pilatus extends the Talos Framework for Android Applications and/or Smartphone-as-Gateway IoT Applications. Pilatus employs partial homomorphic ciphers (Paillier, EC-ElGamal, proxy-re-encryption PRE, order preserving encryption mOPE, key homomorphic)

Evote Crypto ⭐ 10

Cryptographic library written in JavaScript. Created at UZH as a part of an E-Voting project.

Experimental port of the TFHE fully homomorphic encryption scheme to Rust without many optimizations.

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

Heaan Python ⭐ 10

HEAAN lib binds for Python

1-100 of 129 search results

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