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434

2.4k

apache-2.0

45

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

431 commits to main branch, last one 17 hours ago

openfhe-development openfheorg

220

876

bsd-2-clause

18

This is the development repository for the OpenFHE library. The current (stable) version is v1.2.4 (released on March 21, 2025).

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

Created 2022-03-04

618 commits to main branch, last one 26 days ago

incubator-teaclave apache

158

775

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

556

lgpl-3.0

28

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

78

396

mit

16

MPyC: Multiparty Computation in Python

Created 2018-04-19

411 commits to master branch, last one 7 days ago

spu secretflow

128

284

apache-2.0

7

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

675 commits to main branch, last one 10 hours ago

SyferText OpenMined

49

197

apache-2.0

21

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

145

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

11 commits to main branch, last one 2 months ago

kuscia secretflow

79

97

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

220 commits to main branch, last one 13 hours ago

carbynestack carbynestack

9

86

apache-2.0

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Cloud native Secure Multiparty Computation Stack

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

Created 2021-09-21

58 commits to master branch, last one 29 days ago

tinynmc NillionNetwork

14

66

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 6 months ago