Ye-D / PaperNotes-MPCLinks
Paper Notes in MPC with Applications to PPML
☆71Updated last year
Alternatives and similar repositories for PaperNotes-MPC
Users that are interested in PaperNotes-MPC are comparing it to the libraries listed below
Sorting:
- Repository for collection of research papers on multi-party learning.☆34Updated 2 years ago
- Materials about Privacy-Preserving Machine Learning☆262Updated 4 months ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Updated 6 years ago
- ☆38Updated last year
- MPC team of Security Group in HITSZ☆19Updated 2 weeks ago
- FudanMPL 2.0, a series of multi-party learning frameworks, with rich features, including secure and fast XGBoost, secure Fine-tuning for …☆57Updated this week
- Code repository for the paper at USENIX Security'24☆35Updated last year
- A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.☆90Updated 2 weeks ago
- ☆129Updated 4 months ago
- 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
- Implementation of protocols in Falcon☆95Updated last year
- Secure Aggregation for FL☆37Updated 2 years ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆32Updated 2 years ago
- Efficient Secure Computation Protocols for Trigonometric Functions via Function Secret Sharing☆20Updated 3 years ago
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆20Updated 3 weeks ago
- Cryptographically Secure Aggregation for Federated Learning☆11Updated 2 years ago
- Implementation of Distributed function secret sharing and applications☆15Updated 8 months ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 4 years ago
- Implementation of protocols in SecureNN.☆131Updated 3 years ago
- A secure aggregation system for private federated learning☆47Updated last year
- ☆213Updated 10 months ago
- Private Inference on Transformer☆30Updated 2 years ago
- Private set intersection implemented in Python☆102Updated 3 years ago
- Secure Aggregation for Federated Learning with Malicious Actors☆28Updated 3 years ago
- A Three Party MPC framework for Machine learning and Databases☆211Updated 9 months ago
- ☆16Updated 2 years ago
- ☆32Updated 3 years ago
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆52Updated 11 months ago
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆93Updated 6 years ago