privateLLM001 / Private-LLM-InferenceLinks
☆15Updated 2 years ago
Alternatives and similar repositories for Private-LLM-Inference
Users that are interested in Private-LLM-Inference are comparing it to the libraries listed below
Sorting:
- A framework for secure, handy, accurate, and fast transformer inference☆18Updated 3 months ago
- Private Inference on Transformer☆30Updated 2 years ago
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆50Updated 10 months ago
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆20Updated last month
- ☆38Updated 2 years ago
- Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs☆11Updated 2 years ago
- ☆38Updated last year
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Updated 6 years ago
- Paper Notes in MPC with Applications to PPML☆71Updated last year
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆19Updated 5 years ago
- The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference" (USENIX Security 2023)☆21Updated 2 years ago
- ☆16Updated last year
- Materials about Privacy-Preserving Machine Learning☆260Updated 2 months ago
- A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.☆88Updated this week
- Implementation of Distributed function secret sharing and applications☆15Updated 7 months ago
- Implementation of protocols in Falcon☆95Updated last year
- ☆109Updated 3 years ago
- ☆211Updated 9 months ago
- MPC team of Security Group in HITSZ☆19Updated 4 months ago
- Fast Privacy-Preserving Machine Learning on the GPU☆88Updated 4 years ago
- The repo of "Coral: Maliciously Secure Computation Framework for Packed and Mixed Circuits" (CCS 2024)☆11Updated last year
- Repository for collection of research papers on multi-party learning.☆34Updated 2 years ago
- ☆67Updated 7 years ago
- Implementation of protocols in the paper titled "Scalable Multi-Party Computation Protocols for Machine Learning in the Honest-Majority S…☆30Updated 9 months ago
- Code repository for the paper at USENIX Security'24☆34Updated last year
- Privacy-Preserving, Accurate and Efficient Inference for Transformers☆32Updated last year
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆99Updated 3 years ago
- ☆14Updated 3 months ago
- Efficient Secure Computation Protocols for Trigonometric Functions via Function Secret Sharing☆20Updated 3 years ago
- Code for the paper: Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions☆11Updated last year