FudanMPL

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

Pinned Repositories

Awesome-MPL
Repository for collection of research papers on multi-party learning.
Language:Jupyter Notebook30 0 15
Garnet
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.
Language:C++41 1 77
pMPL
pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.
Language:C++17 0 04
RuYi
A Configurable and Efficient Secure Multi-Party Learning Framework with Privileged Parties
Language:C++0 0 00
SecMML
SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.
Language:C++111 2 231
Vulnerabilities-in-MPC-Framework
Language:C++3 2 00

FudanMPL/SecMML
SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.
Language:C++111 2 231
FudanMPL/Garnet
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.
Language:C++41 1 77
FudanMPL/Awesome-MPL
Repository for collection of research papers on multi-party learning.
Language:Jupyter Notebook30 0 15
FudanMPL/pMPL
pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.
Language:C++17 0 04
FudanMPL/Vulnerabilities-in-MPC-Framework
Language:C++3 2 00
FudanMPL/RuYi
A Configurable and Efficient Secure Multi-Party Learning Framework with Privileged Parties
Language:C++0 0 00