Fannxy / NFGenLinks
NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms
☆19Updated last year
Alternatives and similar repositories for NFGen
Users that are interested in NFGen are comparing it to the libraries listed below
Sorting:
- Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs☆10Updated 2 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆20Updated 4 years ago
- ☆37Updated 8 months ago
- Implementation of protocols in Falcon☆93Updated 11 months ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆33Updated 2 years ago
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆42Updated 5 months ago
- Materials about Privacy-Preserving Machine Learning☆250Updated 5 months ago
- ☆67Updated 6 years ago
- A framework for secure, handy, accurate, and fast transformer inference☆16Updated 2 months ago
- FudanMPL 2.0, a series of multi-party learning frameworks, with rich features, including secure and fast XGBoost, secure Fine-tuning for …☆52Updated this week
- ☆16Updated 2 years ago
- Paper Notes in MPC with Applications to PPML☆69Updated last year
- ☆30Updated 2 years ago
- pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.☆18Updated 11 months ago
- Implementation of Distributed function secret sharing and applications☆14Updated 2 months ago
- ☆105Updated 3 years ago
- Repository for collection of research papers on multi-party learning.☆32Updated last year
- Function-Dependent Preprocessing in MOTION☆14Updated last year
- Implementation of protocols in SecureNN.☆129Updated 2 years ago
- Code repository for the paper at USENIX Security'24☆29Updated 11 months ago
- Private Inference on Transformer☆25Updated 2 years ago
- Experimental Code for Private Decision Tree Evaluation☆13Updated last year
- MPC team of Security Group in HITSZ☆20Updated 2 months ago
- A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.☆31Updated last week
- Fast Privacy-Preserving Machine Learning on the GPU☆85Updated 4 years ago
- A two-party generator for Vector-OLE correlations.☆29Updated 4 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 4 years ago
- A Three Party MPC framework for Machine learning and Databases☆211Updated 4 months ago
- ☆13Updated 10 months ago