Skip to content
@secretflow

SecretFlow

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

简体中文English

SecretFlow: A Unified Privacy-Preserving Computing Framework

It supports multiple mainstream privacy-preserving computing technologies including MPC, FL, TEE, HE, and DP. Through a well-designed layered architecture and readily available privacy-preserving data analysis and machine learning modeling, the framework lowers the threshold for developers to use.

Official WebsiteDocumentTryYuqueSubscribeBilibili

SecretFlow welcomes your contribution! All contributors will receive: A SecretFlow Open Source Contributor Certificate & An exclusive SecretFlow T-shirt 📌 Apply Now

SecretFlow Open Source Contribution Plan (referred to as OSCP) Phase 4 is here! Welcome to join in SecretFlow community building! Click to register now

Pinned Loading

  1. secretflow secretflow Public

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

    Python 2.5k 441

  2. kuscia kuscia Public

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

    Go 98 82

  3. scql scql Public

    SCQL (Secure Collaborative Query Language) is a system that allows multiple distrusting parties to run joint analysis without revealing their private data.

    Go 150 61

  4. spu spu Public

    SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keeping your private data protected.

    C++ 287 131

  5. heu heu Public

    A high-performance homomorphic encryption algorithm library.

    C++ 96 43

  6. yacl yacl Public

    YACL (Yet Another Common crypto library) is a C++ library that contains cryptography, network and io modules which other SecretFlow code depends on.

    C++ 106 78

Repositories

Showing 10 of 36 repositories

Most used topics

Loading…