FudanMPL / Garnet
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.
☆49Updated this week
Alternatives and similar repositories for Garnet:
Users that are interested in Garnet are comparing it to the libraries listed below
- pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.☆17Updated 7 months ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- Paper Notes in MPC with Applications to PPML☆68Updated last year
- Repository for collection of research papers on multi-party learning.☆32Updated last year
- MPC team of Security Group in HITSZ☆20Updated last month
- A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.☆27Updated 3 weeks ago
- ☆29Updated 2 years ago
- Code repository for the paper at USENIX Security'24☆27Updated 7 months ago
- ☆33Updated last month
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆19Updated last year
- Materials about Privacy-Preserving Machine Learning☆245Updated last month
- ☆36Updated 4 months ago
- Implementation of protocols in Falcon☆93Updated 8 months ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆32Updated 2 years ago
- Implementation of protocols in SecureNN.☆129Updated 2 years ago
- Implementation of Distributed function secret sharing and applications☆11Updated 3 weeks ago
- Efficient Secure Computation Protocols for Trigonometric Functions via Function Secret Sharing☆20Updated 2 years ago
- Fast Privacy-Preserving Machine Learning on the GPU☆82Updated 3 years ago
- ☆104Updated 3 years ago
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.☆112Updated last year
- Efficient Batched Oblivious PRF with Applications to Private Set Intersection (CCS 2016)☆82Updated 2 years ago
- Private Set Intersection in the Internet Setting From Lightweight Oblivious PRF☆86Updated 2 years ago
- ☆16Updated 5 months ago
- Efficient Private Set Intersection base on VOLE☆125Updated 3 weeks ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆20Updated 4 years ago
- ☆115Updated last year
- A Three Party MPC framework for Machine learning and Databases☆210Updated 2 weeks ago
- Practical Multi-party Private Set Intersection from Symmetric-Key Techniques[ACM CCS 2017]☆97Updated last year
- Private set intersection implemented in Python☆102Updated 2 years ago
- ☆15Updated last year