11 results found Sort:

secretflow
secretflow secretflow
399
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
403 commits to main branch, last one 6 days ago
openfheorg
openfhe-development openfheorg
189
766
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 21 days ago
apache
incubator-teaclave apache
158
764
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
LatticeX-Foundation
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
lschoe
mpyc lschoe
77
379
mit
16
MPyC: Multiparty Computation in Python
bgw mpc smpc binder python jupyter privacy protocols class-groups cryptography finite-fields secret-sharing elliptic-curves confidential-computing multiparty-computation threshold-cryptography multi-party-computation secure-multiparty-computation privacy-enhancing-technologies secure-multi-party-computation
Created 2018-04-19
405 commits to master branch, last one about a month ago
secretflow
spu secretflow
104
242
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
601 commits to main branch, last one 8 hours ago
OpenMined
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
tiktok-privacy-innovation
PrivacyGo tiktok-privacy-innovation
8
139
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 10 months ago
carbynestack
carbynestack carbynestack
9
78
apache-2.0
6
Cloud native Secure Multiparty Computation Stack
cloud-native computing-on-encrypted-data secure-multiparty-computation
Created 2021-09-21
52 commits to master branch, last one 7 days ago
secretflow
kuscia secretflow
54
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
151 commits to main branch, last one 10 days ago
NillionNetwork
tinynmc NillionNetwork
12
59
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 about a month ago