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SecretFlow

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

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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.

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  1. secretflow secretflow Public

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

    Python 2.4k 432

  2. kuscia kuscia Public

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

    Go 95 76

  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 149 57

  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++ 280 123

  5. heu heu Public

    A high-performance homomorphic encryption algorithm library.

    C++ 95 41

  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++ 100 70

Repositories

Showing 10 of 34 repositories
  • 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.

    secretflow/yacl’s past year of commit activity
    C++ 100 Apache-2.0 70 8 13 Updated Apr 5, 2025
  • psi Public

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

    secretflow/psi’s past year of commit activity
    C++ 31 Apache-2.0 37 22 (1 issue needs help) 12 Updated Apr 4, 2025
  • 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.

    secretflow/spu’s past year of commit activity
    C++ 280 Apache-2.0 123 33 (6 issues need help) 8 Updated Apr 3, 2025
  • scql Public

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

    secretflow/scql’s past year of commit activity
    Go 149 Apache-2.0 57 34 (5 issues need help) 4 Updated Apr 3, 2025
  • kuscia Public

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

    secretflow/kuscia’s past year of commit activity
    Go 95 Apache-2.0 76 115 (26 issues need help) 18 Updated Apr 3, 2025
  • bazel-registry Public

    Bazel Registry for SecretFlow Stack

    secretflow/bazel-registry’s past year of commit activity
    Starlark 2 9 0 0 Updated Apr 2, 2025
  • secretflow Public

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

    secretflow/secretflow’s past year of commit activity
    Python 2,419 Apache-2.0 432 138 (28 issues need help) 18 Updated Mar 31, 2025
  • simplest-ot Public

    A portable simplest oblivious transfer library.

    secretflow/simplest-ot’s past year of commit activity
    Assembly 10 Apache-2.0 8 0 0 Updated Mar 30, 2025
  • secretnote Public

    Notebook Suite for SecretFlow and SCQL

    secretflow/secretnote’s past year of commit activity
    TypeScript 20 Apache-2.0 1 5 0 Updated Mar 27, 2025
  • dataproxy Public
    secretflow/dataproxy’s past year of commit activity
    Java 4 Apache-2.0 8 0 0 Updated Mar 26, 2025

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