Ye-D / PaperNotes-MPCLinks
Paper Notes in MPC with Applications to PPML
☆70Updated 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.☆33Updated 2 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Updated 6 years ago
- Materials about Privacy-Preserving Machine Learning☆259Updated 2 months ago
- Code repository for the paper at USENIX Security'24☆33Updated last year
- MPC team of Security Group in HITSZ☆19Updated 3 months ago
- FudanMPL 2.0, a series of multi-party learning frameworks, with rich features, including secure and fast XGBoost, secure Fine-tuning for …☆54Updated this week
- ☆37Updated last year
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.☆113Updated 2 years ago
- A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.☆86Updated last month
- ☆126Updated 2 months ago
- pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.☆17Updated last year
- A secure aggregation system for private federated learning☆43Updated last year
- Implementation of protocols in Falcon☆95Updated last year
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 4 years ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆33Updated 2 years ago
- Cryptographically Secure Aggregation for Federated Learning☆11Updated 2 years ago
- Secure Aggregation for FL☆35Updated last year
- Private set intersection implemented in Python☆101Updated 3 years ago
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆48Updated 9 months ago
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆20Updated 3 weeks ago
- Implementation of protocols in SecureNN.☆131Updated 3 years ago
- ☆89Updated 5 years ago
- The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference" (USENIX Security 2023)☆21Updated 2 years ago
- [INFOCOM24' & TDSC25']FedPHE & Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning☆37Updated 2 months ago
- ☆15Updated 2 years ago
- Efficient Secure Computation Protocols for Trigonometric Functions via Function Secret Sharing☆20Updated 3 years ago
- Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs☆11Updated 2 years ago
- [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning☆22Updated 6 months ago
- A framework for secure, handy, accurate, and fast transformer inference☆18Updated 2 months ago
- ☆32Updated 2 years ago