homomorphic-encryption

There are 51 repositories under homomorphic-encryption topic.

microsoft / SEAL
Microsoft SEAL is an easy-to-use and powerful homomorphic encryption library.
cryptography encryption homomorphic-encryption
Language:C++ 3903
google / fully-homomorphic-encryption
An FHE compiler for C++
compiler cryptography encryption fhe fully-homomorphic-encryption homomorphic-encryption privacy
Language:C++ 3612
secretflow / secretflow
A unified framework for privacy-preserving data analysis and machine learning
differential-privacy homomorphic-encryption machine-learning privacy-preserving private-set-intersection secure-multiparty-computation trusted-execution-environment data-analysis federated-learning split-learning confidential-computing
Language:Python 2568
zama-ai / tfhe-rs
TFHE-rs: A Pure Rust implementation of the TFHE Scheme for Boolean and Integer Arithmetics Over Encrypted Data.
cryptography homomorphic-encryption rust tfhe
Language:Rust 1510
zama-ai / concrete
Concrete: TFHE Compiler that converts python programs into FHE equivalent
fhe tfhe homomorphic-encryption homomorphic-encryption-library privacy gdpr cryptography compiler crypto encryption llvm mlir python security fully-homomorphic-encryption
Language:C++ 1499
lattigo
tuneinsight / lattigo
A library for lattice-based multiparty homomorphic encryption in Go
lattice-based-crypto secure-multi-party-computation homomorphic-encryption
Language:Go 1371
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.
data-science fhe fully-homomorphic-encryption homomorphic-encryption machine-learning ppml privacy python scikit-learn tfhe torch
Language:Python 1340
jonaschn / awesome-he
✨ Awesome - A curated list of amazing Homomorphic Encryption libraries, software and resources
homomorphic-encryption security awesome-list awesome homomorphic-encryption-library homomorphic-cryptography-scheme cryptography
1210
openfheorg / openfhe-development
This is the development repository for the OpenFHE library. The current version is 1.4.2 (released on October 20, 2025).
cpp cryptography homomorphic-encryption homomorphic-encryption-library fully-homomorphic-encryption lattice privacy fhe secure-multiparty-computation
Language:C++ 1021
OpenMined / TenSEAL
A library for doing homomorphic encryption operations on tensors
tensor homomorphic-encryption cryptography deep-learning python cpp microsoft-seal encryption docker-image hacktoberfest
Language:C++ 975
data61 / python-paillier
A library for Partially Homomorphic Encryption in Python
cryptography homomorphic-encryption paillier python
Language:Python 630
google / heir
A compiler for homomorphic encryption
homomorphic-encryption mlir
Language:C++ 599
apple / swift-homomorphic-encryption
Homomorphic Encryption library and applications in Swift
cryptography homomorphic-encryption swift
Language:Swift 586
LatticeX-Foundation / Rosetta
A Privacy-Preserving Framework Based on TensorFlow
privacy-preserving-machine-learning secure-multiparty-computation homomorphic-encryption zero-knowledge-proofs federated-learning secure-computation
Language:C++ 555
ibarrond / Pyfhel
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.
homomorphic-encryption encrypted-data homomorphic-encryption-library python seal palisade helib cython encrypted-computation
Language:Cython 527
xelis-blockchain
xelis-project / xelis-blockchain
A private blockDAG with Homomorphic Encryption and Smart Contracts
blockchain blockdag cryptocurrency rust xelis elgamal homomorphic-encryption privacy ristretto255 smart-contracts
Language:Rust 417
zama-ai / awesome-zama
A curated list of amazing Fully Homomorphic Encryption (FHE) resources created by the team at Zama.
cryptography fhe fully-homomorphic-encryption homomorphic-encryption zama
410
AIJack
Koukyosyumei / AIJack
Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)
security machine-learning adversarial-attacks adversarial-examples adversarial-machine-learning membership-inference model-inversion-attacks evasion-attack poisoning-attacks privacy deep-learning homomorphic-encryption differential-privacy paillier paillier-cryptosystem federated-learning k-anonymity dbms
Language:C++ 409
CEA-LIST / Cingulata
Cingulata (pronounced "tchingulata") is a compiler toolchain and RTE for running C++ programs over encrypted data by means of fully homomorphic encryption techniques.
homomorphic-encryption compiler fhe toolchain privacy encryption
Language:C++ 407
blyssprivacy / sdk
SDK for private data access, built on homomorphic encryption.
homomorphic-encryption privacy private-information-retrieval
Language:Rust 354
Huelse / SEAL-Python
Microsoft SEAL 4.X For Python
encryption he homomorphic-encryption microsoft-seal pyseal python-bindings seal seal-python
Language:C++ 343
a16z / cicada
A protocol for private on-chain voting, implemented in Solidity.
ethereum homomorphic-encryption privacy smart-contracts solidity time-lock-puzzle voting zero-knowledge
Language:Solidity 323
Sunscreen-tech / Sunscreen
A compiler for fully homomorphic encryption and zero knowledge proofs
cryptography homomorphic-encryption zero-knowledge
Language:Rust 297
IntelLabs / hexl
Intel Homomorphic Encryption Acceleration Library accelerates modular arithmetic operations used in homomorphic encryption by leveraging AVX512 and IFM52 available on Intel's 3rd Generation Xeon Scalable Processors and later
homomorphic-encryption avx-512 privacy cryptography
Language:C++ 251
NervanaSystems / he-transformer
nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph
deep-learning homomorphic-encryption ngraph seal tensorflow compiler privacy-preserving
Language:C++ 223
Jamie-Cui / awesome-secure-computation
Awesome list for cryptographic secure computation paper. This repo includes *Lattice*, *DifferentialPrivacy*, *MPC* and also a comprehensive summary for top conferences.
cryptography papers awesome-list homomorphic-encryption differential-privacy mpc privacy privacy-enhancing-technologies lattice ot-extension paper oblivious-transfer paper-summary secure-protocols private-set-intersection psi pir fss private-information-retrieval secure-computation
218
s0l0ist / node-seal
Homomorphic Encryption for TypeScript or JavaScript - Microsoft SEAL
encryption cryptography homomorphic-encryption webassembly emscripten seal microsoft homomorphic homomorphism cryptosystem crypto microsoft-seal web-assembly node-seal javascript
Language:TypeScript 208
ing-bank / threshold-signatures
Threshold Signature Scheme for ECDSA
ecdsa secure-multi-party-computation cryptocurrency cryptography ethereum bitcoin-transaction zero-knowledge-proofs homomorphic-encryption rust
Language:Rust 202
WeBankBlockchain / WeDPR-Lab-Core
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
wedpr blockchain privacy zkp mpc crypto cryptography homomorphic-encryption multiparty-computation rust sdk-rust
Language:Rust 170
encryptorion-lab / phantom-fhe
PhantomFHE: A CUDA-Accelerated Homomorphic Encryption Library
cuda gpu homomorphic-encryption ppml
Language:Cuda 135
BUAA-CI-LAB / Literatures-on-Homomorphic-Encryption
A reading list for homomorphic encryption
accelerator cryptography homomorphic-encryption homomorphic-encryption-library paper-list privacy reading-list
134
Desilo / liberate-fhe
A Fully Homomorphic Encryption (FHE) library for bridging the gap between theory and practice with a focus on performance and accuracy.
homomorphic-encryption cryptography cuda encryption fhe gpu-accelerated homomorphic-encryption-library privacy python data-science machine-learning desilo pytorch
Language:Python 134
IntelLabs / he-toolkit
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.
homomorphic-encryption he-toolkit cryptography security security-tools encryption-algorithms privacy-enhancing-technologies research-tool
Language:TeX 123
mortendahl / rust-paillier
A pure-Rust implementation of the Paillier encryption scheme
secure-computation homomorphic-encryption paillier zero-knowledge cryptography
Language:Rust 121
virtualsecureplatform / kvsp
A VSP; run your encrypted C code AS IS!
cryptography secure-computation homomorphic-encryption processor compiler
Language:Go 118
HuangMinming / soci
SOCI is a Secure Outsourced Computation on Integers based on the Paillier cryptosystem and a twin-server architecture
gmp homomorphic-encryption paillier
Language:C++ 117