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428

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

422 commits to main branch, last one 4 days ago

primihub primihub

175

1.3k

apache-2.0

25

Privacy-Preserving Computing Platform 由密码学专家团队打造的开源隐私计算平台，支持多方安全计算、联邦学习、隐私求交、匿踪查询等。

fl mpc pir psi hacktoberfest security-protocol federated-learning privacy-preserving multi-party-computation private-set-intersection private-information-retrieval

Created 2022-03-14

1,657 commits to develop branch, last one 3 months ago

spu secretflow

123

278

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

655 commits to main branch, last one 2 days ago

PyVertical OpenMined

52

218

apache-2.0

12

Privacy Preserving Vertical Federated Learning

psi splitnn partitioned-data federated-learning split-neural-network private-set-intersection vertical-federated-learning

Created 2020-06-05

275 commits to master branch, last one 3 years ago

awesome-secure-computation Jamie-Cui

14

210

unlicense

6

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

Created 2019-03-12

86 commits to master branch, last one 2 months ago

PSI OpenMined

37

140

apache-2.0

13

Private Set Intersection Cardinality protocol based on ECDH and Bloom Filters

c cpp golang javascript private-set-intersection

Created 2020-04-21

222 commits to master branch, last one 4 months ago

python-psi delta-mpc

30

102

apache-2.0

3

Private set intersection implemented in Python

mpc psi multiparty-computation private-set-intersection

Created 2021-05-28

24 commits to master branch, last one 2 years ago

psi secretflow

35

31

apache-2.0

3

The repo of Private Set Intersection(PSI) and Private Information Retrieval(PIR) from SecretFlow.

multiparty-computation private-set-intersection private-information-retrieval

Created 2022-04-19

160 commits to main branch, last one 6 days ago