AntCPLab / OpenBumbleBeeLinks
The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)
☆53Updated last year
Alternatives and similar repositories for OpenBumbleBee
Users that are interested in OpenBumbleBee are comparing it to the libraries listed below
Sorting:
- ☆10Updated last year
- ☆20Updated 4 months ago
- Implementation of protocols in Falcon☆95Updated last year
- Implementation of Distributed function secret sharing and applications☆15Updated 8 months ago
- ☆39Updated 2 years ago
- Materials about Privacy-Preserving Machine Learning☆263Updated last week
- ☆38Updated last year
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆19Updated 5 years ago
- ☆110Updated 4 years ago
- ☆67Updated 7 years ago
- Function-Dependent Preprocessing in MOTION☆14Updated 2 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Updated 6 years ago
- A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.☆92Updated 2 weeks ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆32Updated 2 years ago
- A framework for secure, handy, accurate, and fast transformer inference☆25Updated 5 months ago
- Implementation of protocols in SecureNN.☆131Updated 3 years ago
- Code repository for the paper at USENIX Security'24☆37Updated last year
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆20Updated last month
- ☆214Updated 11 months ago
- MPC team of Security Group in HITSZ☆19Updated 3 weeks ago
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆101Updated 3 years ago
- Piranha: A GPU Platform for Secure Computation☆104Updated 2 years ago
- ☆16Updated 2 years ago
- Privacy-Preserving, Accurate and Efficient Inference for Transformers☆33Updated last year
- Experimental Code for Private Decision Tree Evaluation☆16Updated 2 years ago
- The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference" (USENIX Security 2023)☆21Updated 2 years ago
- Paper Notes in MPC with Applications to PPML☆71Updated last year
- ☆16Updated last year
- Improved Constructions for Distributed Multi-Point Functions - accepted to IEEE S&P 2025☆17Updated 4 months ago
- Efficient Secure Computation Protocols for Trigonometric Functions via Function Secret Sharing☆20Updated 3 years ago