Ye-D / PaperNotes-MPC
Paper Notes in MPC with Applications to PPML
☆65Updated 8 months ago
Related projects ⓘ
Alternatives and complementary repositories for PaperNotes-MPC
- Repository for collection of research papers on multi-party learning.☆31Updated last year
- MPC team of Security Group in HITSZ☆19Updated 2 months ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆38Updated 5 years 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
- A secure aggregation system for private federated learning☆36Updated 6 months ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆30Updated last year
- Implementation of protocols in Falcon☆89Updated 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
- ☆35Updated 2 weeks ago
- Materials about Privacy-Preserving Machine Learning☆232Updated 4 months ago
- Secure Aggregation for FL☆34Updated 11 months ago
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.☆111Updated last year
- ☆27Updated last year
- Secure Aggregation for Federated Learning with Malicious Actors☆25Updated last year
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆18Updated 9 months ago
- IEEE TIFS'20: VeriFL: Communication-Efficient and Fast Verifiable Aggregation for Federated Learning☆22Updated 2 years ago
- personal implementation of secure aggregation protocol☆42Updated 9 months ago
- Fast Privacy-Preserving Machine Learning on the GPU☆78Updated 3 years ago
- A simple Python implementation of a secure aggregation protocole for federated learning.☆34Updated last year
- ☆103Updated 2 years ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆20Updated 4 years ago
- ☆110Updated 8 months ago
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆81Updated 5 years ago
- MCSI☆13Updated 3 years ago
- Python implementation of some existing functional encryption schemes for the inner product functionality☆13Updated 2 years ago
- Efficient Secure Computation Protocols for Trigonometric Functions via Function Secret Sharing☆16Updated 2 years ago
- Implementation of protocols in SecureNN.☆124Updated 2 years ago
- ☆18Updated 2 months ago
- Multi‐key homomorphic encryption based on MKCKKS☆17Updated 2 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆50Updated 3 years ago