Stu-Yang / HITSZ-SecurityGroup-MPC
MPC team of Security Group in HITSZ
☆20Updated 4 months ago
Alternatives and similar repositories for HITSZ-SecurityGroup-MPC:
Users that are interested in HITSZ-SecurityGroup-MPC are comparing it to the libraries listed below
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- Paper Notes in MPC with Applications to PPML☆64Updated 10 months ago
- A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.☆24Updated last week
- ☆24Updated last week
- Repository for collection of research papers on multi-party learning.☆32Updated last year
- ☆36Updated 2 months ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆20Updated 4 years ago
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆19Updated 11 months ago
- pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.☆17Updated 5 months ago
- FudanMPL 2.0, a series of multi-party learning frameworks, with rich features, including secure and fast XGBoost, secure Fine-tuning for …☆47Updated 2 weeks ago
- Code repository for the paper at USENIX Security'24☆25Updated 5 months ago
- Experimental Code for Private Decision Tree Evaluation☆12Updated last year
- A framework for generic hybrid two-party computation and private inference with neural networks☆31Updated last year
- Efficient Secure Computation Protocols for Trigonometric Functions via Function Secret Sharing☆18Updated 2 years ago
- ☆28Updated 2 years ago
- Function Secret Sharing for Secure Thresholded Distance Metric Evaluation. The code accompanying the paper.☆13Updated last month
- Implementation of protocols in Falcon☆93Updated 6 months ago
- Private Inference on Transformer☆20Updated last year
- Secure Aggregation for Federated Learning with Malicious Actors☆24Updated 2 years ago
- A secure aggregation system for private federated learning☆38Updated 8 months ago
- ☆103Updated 3 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆52Updated 3 years ago
- ☆15Updated 3 months ago
- ☆13Updated last year
- Implementation of protocols in the paper titled "Scalable Multi-Party Computation Protocols for Machine Learning in the Honest-Majority S…☆15Updated 4 months ago
- Privacy-Preserving, Accurate and Efficient Inference for Transformers☆22Updated 7 months ago
- Private Decision Tree Evaluation protocols☆11Updated 4 years ago
- Fast Privacy-Preserving Machine Learning on the GPU☆79Updated 3 years ago
- ☆66Updated 6 years ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆48Updated 3 years ago