FudanMPL / Awesome-MPLLinks
Repository for collection of research papers on multi-party learning.
☆32Updated 2 years ago
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☆71Updated last year
- Materials about Privacy-Preserving Machine Learning☆254Updated last week
- ☆37Updated 9 months ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- FudanMPL 2.0, a series of multi-party learning frameworks, with rich features, including secure and fast XGBoost, secure Fine-tuning for …☆52Updated 3 weeks ago
- Code repository for the paper at USENIX Security'24☆31Updated last year
- pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.☆18Updated last year
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.☆113Updated 2 years ago
- A secure aggregation system for private federated learning☆41Updated last year
- Secure Aggregation for FL☆35Updated last year
- MPC team of Security Group in HITSZ☆20Updated 2 weeks ago
- Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning☆32Updated 2 months ago
- A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.☆33Updated last week
- Implementation of protocols in Falcon☆95Updated last year
- 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 3 months ago
- Implementation of protocols in SecureNN.☆131Updated 2 years ago
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆19Updated 3 weeks ago
- personal implementation of secure aggregation protocol☆46Updated last year
- ☆16Updated 2 years ago
- Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs☆11Updated 2 years ago
- Cryptographically Secure Aggregation for Federated Learning☆11Updated 2 years ago
- Private Inference on Transformer☆27Updated 2 years ago
- ☆122Updated last week
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆88Updated 6 years ago
- ☆16Updated 10 months ago
- Code for the paper: Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions☆10Updated last year
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 4 years ago
- Implementation of Distributed function secret sharing and applications☆14Updated 3 months ago
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆44Updated 6 months ago