privateLLM001 / Private-LLM-Inference
☆15Updated last year
Alternatives and similar repositories for Private-LLM-Inference:
Users that are interested in Private-LLM-Inference are comparing it to the libraries listed below
- ☆32Updated last year
- ☆35Updated 2 months ago
- Private Inference on Transformer☆24Updated last year
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆19Updated last year
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆20Updated 4 years ago
- Paper Notes in MPC with Applications to PPML☆69Updated last year
- ☆16Updated 6 months ago
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆80Updated 2 years ago
- The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference"☆21Updated last year
- A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.☆27Updated last month
- Code repository for the paper at USENIX Security'24☆27Updated 8 months ago
- pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.☆17Updated 8 months ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs☆10Updated 2 years ago
- Official implementation for AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE. The paper is presented at the 33rd USE…☆19Updated 4 months ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆32Updated 2 years ago
- Function-Dependent Preprocessing in MOTION☆13Updated last year
- ☆104Updated 3 years ago
- Implementation of protocols in the paper titled "Scalable Multi-Party Computation Protocols for Machine Learning in the Honest-Majority S…☆20Updated 2 months ago
- Privacy-Preserving, Accurate and Efficient Inference for Transformers☆25Updated 10 months ago
- ☆11Updated 7 months ago
- Efficient Secure Computation Protocols for Trigonometric Functions via Function Secret Sharing☆20Updated 2 years ago
- ☆67Updated 6 years ago
- Experimental Code for Private Decision Tree Evaluation☆12Updated last year
- MPC team of Security Group in HITSZ☆20Updated last month
- GPU implementation of BFV, CKKS and BGV homomorphic encryption schemes.☆38Updated 10 months ago
- Public source code for Optimized Privacy-Preserving CNN Inference with Fully Homomorphic Encryption☆38Updated 2 years ago
- Repository for collection of research papers on multi-party learning.☆32Updated last year
- PhantomFHE: A CUDA-Accelerated Homomorphic Encryption Library☆108Updated 3 months ago
- Function Secret Sharing for Secure Thresholded Distance Metric Evaluation. The code accompanying the paper.☆13Updated 4 months ago