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@FudanMPL

FudanMPL

A series of open-source secure multi-party learning platforms developed by data security and governance (DSG) research group at Fudan University

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  1. SecMML SecMML Public

    SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.

    C++ 113 31

  2. Garnet Garnet Public

    FudanMPL 2.0, a series of multi-party learning frameworks, with rich features, including secure and fast XGBoost, secure Fine-tuning for pre-trained models, and open source SecureML.

    C++ 61 12

  3. Awesome-MPL Awesome-MPL Public

    Repository for collection of research papers on multi-party learning.

    Jupyter Notebook 34 5

  4. pMPL pMPL Public

    pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.

    C++ 18 4

  5. DAVEX DAVEX Public

    DAVEX ( DAta Value EXchange) aims to achieve data exchange and privacy computing between different platforms by implementing DAVEX agent and DAVEX manager as a distributed data exchange platform, c…

    Java 6 1

  6. Vulnerabilities-in-MPC-Framework Vulnerabilities-in-MPC-Framework Public

    C++ 5

Repositories

Showing 9 of 9 repositories
  • DAVEX Public

    DAVEX ( DAta Value EXchange) aims to achieve data exchange and privacy computing between different platforms by implementing DAVEX agent and DAVEX manager as a distributed data exchange platform, combined with blockchain technology and privacy computing technology.

    FudanMPL/DAVEX's past year of commit activity
    Java 6 1 0 1 Updated Oct 9, 2026
  • MPCArbiter Public
    FudanMPL/MPCArbiter's past year of commit activity
    Python 0 0 0 0 Updated Jul 31, 2026
  • Vulnerabilities-in-MPC-Framework Public
    FudanMPL/Vulnerabilities-in-MPC-Framework's past year of commit activity
    C++ 5 BSD-3-Clause 0 1 0 Updated Jul 27, 2026
  • Garnet Public

    FudanMPL 2.0, a series of multi-party learning frameworks, with rich features, including secure and fast XGBoost, secure Fine-tuning for pre-trained models, and open source SecureML.

    FudanMPL/Garnet's past year of commit activity
    C++ 61 12 1 1 Updated May 3, 2026
  • MPCGuard Public
    FudanMPL/MPCGuard's past year of commit activity
    C++ 5 MIT 2 0 0 Updated Jun 8, 2025
  • pMPL Public

    pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.

    FudanMPL/pMPL's past year of commit activity
    C++ 18 4 0 0 Updated Aug 8, 2024
  • RuYi Public

    A Configurable and Efficient Secure Multi-Party Learning Framework with Privileged Parties

    FudanMPL/RuYi's past year of commit activity
    C++ 0 1 1 1 Updated Jul 23, 2024
  • Awesome-MPL Public

    Repository for collection of research papers on multi-party learning.

    FudanMPL/Awesome-MPL's past year of commit activity
    Jupyter Notebook 34 5 1 0 Updated Aug 9, 2023
  • SecMML Public

    SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.

    FudanMPL/SecMML's past year of commit activity
    C++ 113 31 0 2 Updated Jul 20, 2023

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