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集合主题趋势排行榜
#

secure-multiparty-computation

Website
Wikipedia
https://static.github-zh.com/github_avatars/secretflow?size=40
secretflow / secretflow

#计算机科学#A unified framework for privacy-preserving data analysis and machine learning

differential-privacyhomomorphic-encryption机器学习privacy-preservingprivate-set-intersectionsecure-multiparty-computationtrusted-execution-environment数据分析federated-learningsplit-learningConfidential Computing
Python 2.49 k
11 天前
https://static.github-zh.com/github_avatars/data61?size=40
data61 / MP-SPDZ

Versatile framework for multi-party computation

mpcprivacy-enhancing-technologiesmulti-party-computationmultiparty-computationsecret-sharingsecure-computationsecure-multiparty-computationConfidential Computing
C++ 1.05 k
5 天前
https://static.github-zh.com/github_avatars/openfheorg?size=40
openfheorg / openfhe-development

This is the development repository for the OpenFHE library. The current version is 1.3.1 (released on July 11, 2025).

C++Cryptographyhomomorphic-encryptionhomomorphic-encryption-libraryfully-homomorphic-encryption隐私fhesecure-multiparty-computation
C++ 954
2 天前
https://static.github-zh.com/github_avatars/LatticeX-Foundation?size=40
LatticeX-Foundation / Rosetta

A Privacy-Preserving Framework Based on TensorFlow

privacy-preserving-machine-learningsecure-multiparty-computationhomomorphic-encryption零知识证明federated-learningsecure-computation
C++ 556
3 年前
https://static.github-zh.com/github_avatars/lschoe?size=40
lschoe / mpyc

MPyC: Multiparty Computation in Python

mpcmultiparty-computationsecret-sharingPythonJupyter NotebookCryptography隐私protocolsbindersecure-multiparty-computationprivacy-enhancing-technologiesmulti-party-computationelliptic-curvesConfidential Computing
Python 402
25 天前
https://static.github-zh.com/github_avatars/secretflow?size=40
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-preservingprivate-set-intersectionsecure-multiparty-computation
C++ 294
6 天前
https://static.github-zh.com/github_avatars/OpenMined?size=40
OpenMined / SyferText

#自然语言处理#A privacy preserving NLP framework

自然语言处理PythonHacktoberfesthacktoberfest2020federated-learningsecure-multiparty-computation
Python 198
2 年前
https://static.github-zh.com/github_avatars/tiktok-privacy-innovation?size=40
tiktok-privacy-innovation / PrivacyGo

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

differential-privacyprivacy-enhancing-technologiessecure-multiparty-computation
C++ 151
6 个月前
https://static.github-zh.com/github_avatars/secretflow?size=40
secretflow / kuscia

#计算机科学#Kuscia(Kubernetes-based Secure Collaborative InfrA) is a K8s-based privacy-preserving computing task orchestration framework.

数据分析federated-learningKubernetes机器学习privacy-preservingsecure-multiparty-computationtrusted-execution-environment
Go 108
2 天前
https://static.github-zh.com/github_avatars/carbynestack?size=40
carbynestack / carbynestack

Cloud native Secure Multiparty Computation Stack

cloud-nativesecure-multiparty-computation
TypeScript 87
3 个月前
https://static.github-zh.com/github_avatars/Alisah-Ozcan?size=40
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-strea...

Cryptographyfhefully-homomorphic-encryptiongpugpu-accelerationhomomorphic-encryptionhomomorphic-encryption-librarympcsecure-multiparty-computationtfhe
Cuda 82
24 天前
https://static.github-zh.com/github_avatars/NillionNetwork?size=40
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.

mpcmulti-party-computationmultiparty-computationsecret-sharingsecure-computationsecure-multiparty-computation
Python 67
10 个月前
https://static.github-zh.com/github_avatars/nthparty?size=40
nthparty / oblivious

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

Cryptographympcmulti-party-computationsecure-multiparty-computationelliptic-curve-cryptographymultiparty-computationristrettoristretto255
Python 27
1 年前
https://static.github-zh.com/github_avatars/ruidazeng?size=40
ruidazeng / upsi-revisited

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

private-set-intersectionCryptographysecure-multiparty-computation
C++ 20
4 个月前
https://static.github-zh.com/github_avatars/lapets?size=40
lapets / shamirs

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

mpcmultiparty-computationLibraryPythonpython-libraryCryptographymulti-party-computationsecret-sharingsecure-multiparty-computation
Python 14
7 个月前
https://static.github-zh.com/github_avatars/anderspkd?size=40
anderspkd / secure-computation-library

Secure Computation Utilities

Cryptographyelliptic-curves-cryptographympcsecret-sharingsecure-computationsecure-multiparty-computationutility-library
C++ 14
1 年前
https://static.github-zh.com/github_avatars/NillionNetwork?size=40
NillionNetwork / blindfold-ts

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

Cryptographycryptography-libraryhomomorphic-encryptionmpcprivacy-enhancing-technologiessecure-computationsecure-multiparty-computation
TypeScript 14
1 个月前
https://static.github-zh.com/github_avatars/jimouris?size=40
jimouris / curl

#计算机科学#Curl: Private LLMs through Wavelet-Encoded Look-Up Tables

机器学习mpcprivacy-preserving-machine-learningsecure-multiparty-computationwavelet-transform
Python 14
4 个月前
https://static.github-zh.com/github_avatars/phamxuansang241?size=40
phamxuansang241 / Secure-Federated-Learning

#计算机科学#Secure Federated Learning Framework with Encryption Aggregation and Integer Encoding Method.

深度学习federated-learning机器学习隐私differential-privacysecure-multiparty-computation
Python 10
1 年前
https://static.github-zh.com/github_avatars/secretflow?size=40
secretflow / serving

#计算机科学#SecretFlow-Serving is a serving system for privacy-preserving machine learning models.

federated-learning机器学习privacy-preservingsecure-multiparty-computationserving
C++ 10
11 天前
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