privateLLM001 / Private-LLM-Inference
☆11Updated last year
Related projects ⓘ
Alternatives and complementary repositories for Private-LLM-Inference
- Private Inference on Transformer☆18Updated last year
- MPC team of Security Group in HITSZ☆19Updated 2 months ago
- ☆18Updated 2 months ago
- A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.☆19Updated 3 weeks ago
- ☆15Updated last month
- Paper Notes in MPC with Applications to PPML☆65Updated 8 months ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆38Updated 5 years ago
- Implementation of protocols in the paper titled "Scalable Multi-Party Computation Protocols for Machine Learning in the Honest-Majority S…☆14Updated last month
- Fast Privacy-Preserving Machine Learning on the GPU☆78Updated 3 years ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆20Updated 4 years ago
- Efficient Secure Computation Protocols for Trigonometric Functions via Function Secret Sharing☆16Updated 2 years ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆30Updated last year
- Function Secret Sharing for Secure Thresholded Distance Metric Evaluation. The code accompanying the paper.☆12Updated last month
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆70Updated 2 years ago
- ☆32Updated last year
- ☆35Updated 2 weeks ago
- pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.☆17Updated 3 months ago
- Repository for collection of research papers on multi-party learning.☆31Updated last year
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆18Updated 9 months ago
- Experimental Code for Private Decision Tree Evaluation☆12Updated last year
- ☆104Updated 2 years ago
- tree-mendously speedy DPFs in C++☆10Updated 5 months ago
- Our first MPC program (aka: MP-SPDZ by a dummy)☆12Updated last year
- Privacy-Preserving, Accurate and Efficient Inference for Transformers☆22Updated 5 months ago
- Piranha: A GPU Platform for Secure Computation☆92Updated last year
- GPU implementation of BFV, CKKS and BGV homomorphic encryption schemes.☆33Updated 5 months ago
- Function secret sharing including distributed comparison & point functions☆19Updated 3 months ago
- FudanMPL 2.0, a series of multi-party learning frameworks, with rich features, including secure and fast XGBoost, secure Fine-tuning for …☆46Updated 2 months ago
- Team CEA-EPFL-Inpher: code for the iDash 2018 competition☆21Updated 6 years ago
- ☆65Updated 6 years ago