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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++ 111 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++ 42 8

  3. Awesome-MPL Awesome-MPL Public

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

    Jupyter Notebook 30 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++ 17 4

  5. Vulnerabilities-in-MPC-Framework Vulnerabilities-in-MPC-Framework Public

    C++ 3

  6. RuYi RuYi Public

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

    C++

Repositories

Showing 6 of 6 repositories
  • 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++ 42 8 0 0 Updated Sep 21, 2024
  • 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++ 17 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 0 0 0 Updated Jul 23, 2024
  • Vulnerabilities-in-MPC-Framework Public
    FudanMPL/Vulnerabilities-in-MPC-Framework’s past year of commit activity
    C++ 3 BSD-3-Clause 0 0 0 Updated May 8, 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 30 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++ 111 31 0 2 Updated Jul 20, 2023

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