lightbulb128 / PencilLinks
☆16Updated 9 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☆30Updated 11 months ago
- A framework for secure, handy, accurate, and fast transformer inference☆17Updated 3 months ago
- ☆37Updated 9 months ago
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆19Updated last week
- A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.☆33Updated 3 weeks ago
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆44Updated 6 months ago
- Repository for collection of research papers on multi-party learning.☆32Updated last year
- Implementation of protocols in Falcon☆94Updated last year
- ☆16Updated 2 years ago
- Implementation of Distributed function secret sharing and applications☆14Updated 2 months ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆20Updated 4 years ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆33Updated 2 years ago
- Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs☆11Updated 2 years ago
- Private Inference on Transformer☆26Updated 2 years ago
- Function-Dependent Preprocessing in MOTION☆14Updated last year
- FudanMPL 2.0, a series of multi-party learning frameworks, with rich features, including secure and fast XGBoost, secure Fine-tuning for …☆52Updated last week
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.☆18Updated last year
- Paper Notes in MPC with Applications to PPML☆70Updated last year
- Efficient Secure Computation Protocols for Trigonometric Functions via Function Secret Sharing☆21Updated 2 years ago
- MPC team of Security Group in HITSZ☆20Updated 3 months ago
- MCSI☆13Updated 3 years ago
- tree-mendously speedy DPFs in C++☆13Updated 7 months ago
- The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference" (USENIX Security 2023)☆21Updated 2 years ago
- ☆67Updated 6 years ago
- Code for the paper: Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions☆10Updated last year
- Materials about Privacy-Preserving Machine Learning☆253Updated 5 months ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 4 years ago
- ☆9Updated last year
- Implementation of protocols in SecureNN.☆130Updated 2 years ago