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secretflow /secretflow

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

machine-learning data-analysis homomorphic-encryption differential-privacy privacy-preserving federated-learning trusted-execution-environment private-set-intersection split-learning secure-multiparty-computation confidential-computing

UpdatedNov 13, 2025
Python

data61 /MP-SPDZ

Versatile framework for multi-party computation

mpc secret-sharing secure-computation threshold-cryptography privacy-enhancing-technologies garbled-circuits multi-party-computation multiparty-computation smpc secure-multi-party-computation secure-multiparty-computation confidential-computing privacy-preserving-computing

UpdatedDec 16, 2025
C++

openfheorg /openfhe-development

This is the development repository for the OpenFHE library. The current version is 1.4.2 (released on October 20, 2025).

cryptography privacy cpp lattice homomorphic-encryption homomorphic-encryption-library fhe fully-homomorphic-encryption secure-multiparty-computation

UpdatedDec 18, 2025
C++

LatticeX-Foundation /Rosetta

A Privacy-Preserving Framework Based on TensorFlow

homomorphic-encryption secure-computation federated-learning privacy-preserving-machine-learning zero-knowledge-proofs secure-multiparty-computation

UpdatedApr 26, 2022
C++

lschoe /mpyc

MPyC: Multiparty Computation in Python

python cryptography privacy binder jupyter mpc finite-fields secret-sharing elliptic-curves protocols threshold-cryptography privacy-enhancing-technologies multi-party-computation multiparty-computation smpc secure-multi-party-computation class-groups secure-multiparty-computation confidential-computing bgw

UpdatedNov 28, 2025
Python

secretflow /spu

SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keeping your private data protected.

privacy-preserving private-set-intersection secure-multiparty-computation

UpdatedDec 17, 2025
C++

OpenMined /SyferText

A privacy preserving NLP framework

python nlp natural-language-processing encrypted-computation hacktoberfest federated-learning hacktoberfest2020 secure-multiparty-computation

UpdatedMay 14, 2023
Python

tiktok-privacy-innovation /PrivacyGo

Synergistic fusion of privacy-enhancing technologies for enhanced privacy protection.

differential-privacy privacy-enhancing-technologies secure-multiparty-computation

UpdatedJan 24, 2025
C++

secretflow /kuscia

Kuscia(Kubernetes-based Secure Collaborative InfrA) is a K8s-based privacy-preserving computing task orchestration framework.

kubernetes machine-learning data-analysis privacy-preserving federated-learning trusted-execution-environment secure-multiparty-computation

UpdatedDec 15, 2025
Go

Alisah-Ozcan /HEonGPU

HEonGPU is a high-performance library that optimizes Fully Homomorphic Encryption (FHE) on GPUs. Leveraging GPU parallelism, it reduces computational load through concurrent execution. Its multi-stream architecture minimizes data transfer overhead, making it ideal for large-scale encrypted computations with reduced latency.

cryptography gpu mpc gpu-acceleration homomorphic-encryption homomorphic-encryption-library fhe ckks bfv fully-homomorphic-encryption secure-multiparty-computation tfhe fully-homomorphic-encryption-library

UpdatedDec 14, 2025
Cuda

carbynestack /carbynestack

Cloud native Secure Multiparty Computation Stack

cloud-native secure-multiparty-computation computing-on-encrypted-data

UpdatedOct 27, 2025
TypeScript

NillionNetwork /tinynmc

Minimal pure-Python implementation of a secure multi-party computation (MPC) protocol for evaluating arithmetic sum-of-products expressions via a non-interactive computation phase.

mpc secret-sharing secure-computation shamir-secret-sharing multi-party-computation multiparty-computation secure-multi-party-computation secure-multiparty-computation shamirs-secret-sharing lsss linear-secret-sharing information-theoretic-security linear-secret-sharing-scheme

UpdatedOct 15, 2024
Python

nthparty /oblivious

Python library that serves as an API for common cryptographic primitives used to implement OPRF, OT, and PSI protocols.

cryptography mpc oblivious-transfer cryptographic-library ristretto multi-party-computation oprf multiparty-computation multi-party elliptic-curve-arithmetic secure-multi-party-computation python-cryptography elliptic-curve-cryptography ristretto255 bn254 secure-multiparty-computation

UpdatedMay 8, 2024
Python

ruidazeng /upsi-revisited

Updatable Private Set Intersection Revisited: Extended Functionalities, Deletion, and Worst-Case Complexity (Asiacrypt 2024)

cryptography applied-cryptography private-set-intersection secure-multiparty-computation oblivious-data-structure updatable-private-set-intersection

UpdatedSep 20, 2025
C++

jimouris /curl

Curl: Private LLMs through Wavelet-Encoded Look-Up Tables

machine-learning approximation mpc dwt wavelets wavelet-transform privacy-preserving-machine-learning ppml secure-multiparty-computation

UpdatedApr 7, 2025
Python

anderspkd /secure-computation-library

Secure Computation Utilities

cryptography mpc finite-fields utility-library secret-sharing secure-computation elliptic-curves-cryptography secure-multiparty-computation

UpdatedNov 24, 2025
C++

NillionNetwork /blindfold-ts

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

cryptography mpc cryptography-library homomorphic-encryption secure-computation privacy-enhancing-technologies secure-multi-party-computation secure-multiparty-computation

UpdatedDec 18, 2025
TypeScript

secretflow /serving

SecretFlow-Serving is a serving system for privacy-preserving machine learning models.

machine-learning serving privacy-preserving federated-learning secure-multiparty-computation serving-ml

UpdatedNov 30, 2025
C++

lapets /shamirs

Minimal pure-Python implementation of Shamir's secret sharing scheme.

python library cryptography python-library mpc secret-sharing shamir-secret-sharing multi-party-computation multiparty-computation secure-multiparty-computation shamirs-secret-sharing secure-mpc

UpdatedOct 19, 2025
Python

phamxuansang241 /Secure-Federated-Learning

Secure Federated Learning Framework with Encryption Aggregation and Integer Encoding Method.

machine-learning privacy deep-learning differential-privacy federated-learning secure-multiparty-computation ecc-cryptography elgamal-cryptosystem csic2010

UpdatedJul 1, 2024
Python

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