xingpz2008 / Iron
Private Inference on Transformer
☆19Updated last year
Alternatives and similar repositories for Iron:
Users that are interested in Iron are comparing it to the libraries listed below
- ☆11Updated last year
- ☆22Updated 3 months ago
- Privacy-Preserving, Accurate and Efficient Inference for Transformers☆22Updated 7 months ago
- Experimental Code for Private Decision Tree Evaluation☆12Updated last year
- ☆15Updated 3 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
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆75Updated 2 years ago
- Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs☆10Updated last year
- ☆36Updated 2 months ago
- ☆32Updated last year
- MPC team of Security Group in HITSZ☆20Updated 4 months ago
- Repository for collection of research papers on multi-party learning.☆32Updated last year
- Paper Notes in MPC with Applications to PPML☆64Updated 9 months ago
- Implementation of protocols in the paper titled "Scalable Multi-Party Computation Protocols for Machine Learning in the Honest-Majority S…☆15Updated 3 months ago
- Fast Privacy-Preserving Machine Learning on the GPU☆79Updated 3 years ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆30Updated last year
- ☆66Updated 6 years ago
- ☆31Updated 2 years ago
- Official implementation for AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE. The paper is presented at the 33rd USE…☆15Updated last month
- ☆103Updated 3 years ago
- Code repository for the paper at USENIX Security'24☆24Updated 5 months ago
- Implementation of protocols in Falcon☆93Updated 5 months ago
- Piranha: A GPU Platform for Secure Computation☆91Updated last year
- Efficient Secure Computation Protocols for Trigonometric Functions via Function Secret Sharing☆18Updated 2 years ago
- FudanMPL 2.0, a series of multi-party learning frameworks, with rich features, including secure and fast XGBoost, secure Fine-tuning for …☆47Updated this week
- MCSI☆13Updated 3 years ago
- A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.☆23Updated this week
- Function Secret Sharing for Secure Thresholded Distance Metric Evaluation. The code accompanying the paper.☆13Updated last month