Fannxy / NFGenLinks
NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms
☆20Updated last month
Alternatives and similar repositories for NFGen
Users that are interested in NFGen are comparing it to the libraries listed below
Sorting:
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Updated 6 years ago
- ☆38Updated last year
- Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs☆11Updated 3 years ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆32Updated 2 years ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆19Updated 5 years ago
- Materials about Privacy-Preserving Machine Learning☆263Updated last week
- Implementation of protocols in Falcon☆95Updated last year
- The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference" (USENIX Security 2023)☆21Updated 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
- ☆110Updated 4 years ago
- Private Inference on Transformer☆30Updated 2 years ago
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆53Updated last year
- ☆67Updated 7 years ago
- Fast Privacy-Preserving Machine Learning on the GPU☆89Updated 4 years ago
- Repository for collection of research papers on multi-party learning.☆34Updated 2 years ago
- Implementation of Distributed function secret sharing and applications☆15Updated 8 months ago
- ☆16Updated last year
- Code repository for the paper at USENIX Security'24☆37Updated last year
- Implementation of protocols in SecureNN.☆131Updated 3 years ago
- MPC team of Security Group in HITSZ☆19Updated 3 weeks ago
- FudanMPL 2.0, a series of multi-party learning frameworks, with rich features, including secure and fast XGBoost, secure Fine-tuning for …☆57Updated 2 weeks ago
- ☆32Updated 3 years ago
- Piranha: A GPU Platform for Secure Computation☆104Updated 2 years ago
- Privacy-Preserving, Accurate and Efficient Inference for Transformers☆33Updated last year
- ☆39Updated 2 years ago
- Function Secret Sharing for Secure Thresholded Distance Metric Evaluation. The code accompanying the paper.☆13Updated last year
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 4 years ago
- Implementation for the protocols described in https://eprint.iacr.org/2023/1700☆14Updated last year
- Experimental Code for Private Decision Tree Evaluation☆16Updated 2 years ago