lightbulb128 / PencilLinks
☆16Updated 7 months ago
Alternatives and similar repositories for Pencil
Users that are interested in Pencil are comparing it to the libraries listed below
Sorting:
- Code repository for the paper at USENIX Security'24☆27Updated 9 months ago
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆37Updated 4 months ago
- Implementation of Distributed function secret sharing and applications☆13Updated 3 weeks ago
- ☆37Updated 6 months ago
- A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.☆29Updated this week
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- Private Inference on Transformer☆25Updated last year
- Repository for collection of research papers on multi-party learning.☆32Updated last year
- MPC team of Security Group in HITSZ☆20Updated last month
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆19Updated last year
- Efficient Secure Computation Protocols for Trigonometric Functions via Function Secret Sharing☆20Updated 2 years ago
- Paper Notes in MPC with Applications to PPML☆69Updated last year
- pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.☆18Updated 9 months ago
- Function-Dependent Preprocessing in MOTION☆13Updated last year
- ☆15Updated 2 years ago
- Implementation of protocols in Falcon☆93Updated 10 months ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆20Updated 4 years ago
- Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs☆10Updated 2 years ago
- MCSI☆13Updated 3 years ago
- A framework for secure, handy, accurate, and fast transformer inference☆14Updated 3 weeks ago
- ☆67Updated 6 years ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆32Updated 2 years ago
- tree-mendously speedy DPFs in C++☆13Updated 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 …☆50Updated this week
- Function Secret Sharing for Secure Thresholded Distance Metric Evaluation. The code accompanying the paper.☆13Updated 5 months ago
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Updated 3 years ago
- Experimental Code for Private Decision Tree Evaluation☆12Updated last year
- ☆30Updated 2 years ago
- The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference" (USENIX Security 2023)☆21Updated last year
- Implementation of protocols in the paper titled "Scalable Multi-Party Computation Protocols for Machine Learning in the Honest-Majority S…☆20Updated 3 months ago