FudanMPL / GarnetLinks
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.
☆57Updated last week
Alternatives and similar repositories for Garnet
Users that are interested in Garnet are comparing it to the libraries listed below
Sorting:
- Repository for collection of research papers on multi-party learning.☆34Updated 2 years ago
- Paper Notes in MPC with Applications to PPML☆71Updated 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
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Updated 6 years ago
- ☆38Updated last year
- Materials about Privacy-Preserving Machine Learning☆263Updated 4 months ago
- Implementation of protocols in Falcon☆95Updated last year
- MPC team of Security Group in HITSZ☆19Updated this week
- Code repository for the paper at USENIX Security'24☆35Updated last year
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆20Updated 3 weeks ago
- Implementation of Distributed function secret sharing and applications☆15Updated 8 months ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆32Updated 2 years ago
- ☆32Updated 3 years ago
- A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.☆90Updated 3 weeks ago
- Implementation of protocols in SecureNN.☆131Updated 3 years ago
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆52Updated 11 months ago
- Private Set Intersection in the Internet Setting From Lightweight Oblivious PRF☆87Updated 3 years ago
- A Three Party MPC framework for Machine learning and Databases☆211Updated 10 months ago
- ☆129Updated 4 months ago
- ☆16Updated last year
- ☆214Updated 10 months ago
- Private set intersection implemented in Python☆102Updated 3 years ago
- Efficient Batched Oblivious PRF with Applications to Private Set Intersection (CCS 2016)☆83Updated 3 years ago
- The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference" (USENIX Security 2023)☆21Updated 2 years ago
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.☆113Updated 2 years ago
- Efficient Secure Computation Protocols for Trigonometric Functions via Function Secret Sharing☆20Updated 3 years ago
- Private Set Union☆16Updated 3 years ago
- ☆250Updated 7 months ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 4 years ago
- Function Secret Sharing for Secure Thresholded Distance Metric Evaluation. The code accompanying the paper.☆12Updated last year