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410

2.4k

apache-2.0

50

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

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

Created 2022-04-15

408 commits to main branch, last one 11 days ago

openfhe-development openfheorg

194

783

bsd-2-clause

14

This is the development repository for the OpenFHE library. The current (stable) version is v1.2.3 (released on October 30, 2024).

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

Created 2022-03-04

617 commits to main branch, last one about a month ago

incubator-teaclave apache

159

769

apache-2.0

54

Apache Teaclave (incubating) is an open source universal secure computing platform, making computation on privacy-sensitive data safe and simple.

sgx tee faas rust trustzone function-as-a-service confidential-computing universal-secure-computing secure-multiparty-computation trusted-execution-environment

Created 2019-07-08

763 commits to master branch, last one about a year ago

Rosetta LatticeX-Foundation

110

566

lgpl-3.0

29

A Privacy-Preserving Framework Based on TensorFlow

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

Created 2020-04-08

463 commits to master branch, last one 2 years ago

mpyc lschoe

77

383

mit

16

MPyC: Multiparty Computation in Python

Created 2018-04-19

405 commits to master branch, last one 2 months ago

spu secretflow

106

246

apache-2.0

8

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

Created 2022-07-02

606 commits to main branch, last one 2 days ago

SyferText OpenMined

49

198

apache-2.0

22

A privacy preserving NLP framework

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

Created 2019-10-18

460 commits to master branch, last one 3 years ago

PrivacyGo tiktok-privacy-innovation

8

140

apache-2.0

4

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

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

Created 2023-04-13

10 commits to main branch, last one 11 months ago

carbynestack carbynestack

9

83

apache-2.0

7

Cloud native Secure Multiparty Computation Stack

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

Created 2021-09-21

54 commits to master branch, last one 2 days ago

kuscia secretflow

58

73

apache-2.0

6

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

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

Created 2023-06-14

155 commits to main branch, last one 2 days ago

tinynmc NillionNetwork

13

61

mit

7

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

Created 2023-10-17

25 commits to main branch, last one 2 months ago