FudanMPL / SecMML
SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.
☆113Updated last year
Alternatives and similar repositories for SecMML:
Users that are interested in SecMML are comparing it to the libraries listed below
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- Fast Privacy-Preserving Machine Learning on the GPU☆80Updated 3 years ago
- Materials about Privacy-Preserving Machine Learning☆242Updated last month
- ☆114Updated 11 months ago
- Repository for collection of research papers on multi-party learning.☆32Updated last year
- Paper Notes in MPC with Applications to PPML☆66Updated 11 months ago
- ☆200Updated 2 weeks ago
- Private Set Intersection in the Internet Setting From Lightweight Oblivious PRF☆86Updated 2 years ago
- A Three Party MPC framework for Machine learning and Databases☆209Updated last year
- Private set intersection implemented in Python☆102Updated 2 years ago
- Implementation of protocols in SecureNN.☆130Updated 2 years ago
- 基于可编程不经意伪随机数的多方隐私求交算法库 Programmable Oblivious PRF & multi-party PSI☆25Updated 2 years ago
- MPC team of Security Group in HITSZ☆20Updated last week
- Implementation of protocols in Falcon☆93Updated 7 months ago
- FudanMPL 2.0, a series of multi-party learning frameworks, with rich features, including secure and fast XGBoost, secure Fine-tuning for …☆50Updated 2 weeks ago
- Piranha: A GPU Platform for Secure Computation☆93Updated last year
- ☆36Updated 4 months ago
- Intel Paillier Cryptosystem Library is an open-source library which provides accelerated performance of a partial homomorphic encryption …☆56Updated 8 months ago
- ☆104Updated 3 years ago
- ☆83Updated 4 years ago
- Secure Aggregation for FL☆34Updated last year
- Practical Multi-party Private Set Intersection from Symmetric-Key Techniques[ACM CCS 2017]☆97Updated last year
- 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
- Privacy -preserving Neural Networks☆78Updated 6 years ago
- A repository for private set intersection.☆180Updated 2 months ago
- ☆221Updated last month
- Efficient Batched Oblivious PRF with Applications to Private Set Intersection (CCS 2016)☆82Updated 2 years ago
- A high-performance homomorphic encryption algorithm library.☆93Updated this week
- ☆43Updated 3 years ago
- Query compiler for secure multi-party computation.☆99Updated 4 years ago