FudanMPL / Awesome-MPLLinks
Repository for collection of research papers on multi-party learning.
☆32Updated last year
Alternatives and similar repositories for Awesome-MPL
Users that are interested in Awesome-MPL are comparing it to the libraries listed below
Sorting:
- Paper Notes in MPC with Applications to PPML☆70Updated last year
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- ☆37Updated 8 months ago
- Materials about Privacy-Preserving Machine Learning☆253Updated 5 months ago
- Code repository for the paper at USENIX Security'24☆30Updated 11 months ago
- FudanMPL 2.0, a series of multi-party learning frameworks, with rich features, including secure and fast XGBoost, secure Fine-tuning for …☆52Updated this week
- pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.☆18Updated 11 months ago
- MPC team of Security Group in HITSZ☆20Updated 3 months ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆33Updated 2 years ago
- A framework for secure, handy, accurate, and fast transformer inference☆17Updated 2 months ago
- A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.☆32Updated 2 weeks ago
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆19Updated last year
- Private Inference on Transformer☆25Updated 2 years ago
- Implementation of protocols in Falcon☆94Updated last year
- Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning☆32Updated last month
- Efficient Secure Computation Protocols for Trigonometric Functions via Function Secret Sharing☆21Updated 2 years ago
- ☆16Updated 2 years ago
- ☆16Updated 9 months ago
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.☆113Updated 2 years ago
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆44Updated 6 months ago
- Private set intersection implemented in Python☆102Updated 3 years ago
- Implementation of Distributed function secret sharing and applications☆14Updated 2 months ago
- Implementation of protocols in SecureNN.☆130Updated 2 years ago
- A secure aggregation system for private federated learning☆41Updated last year
- Secure Aggregation for FL☆35Updated last year
- Cryptographically Secure Aggregation for Federated Learning☆11Updated 2 years ago
- Code for the paper: Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions☆10Updated last year
- ☆120Updated last year
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆88Updated 5 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 4 years ago