sunblaze-ucb / privguard-artifact
Artifact of PrivAnalyzer as described in the Usenix 2022 paper "PrivGuard: Privacy Regulation Compliance Made Easier"
☆12Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for privguard-artifact
- Statistics of acceptance rate for the top conferences: Oakland, CCS, USENIX Security, NDSS.☆117Updated 3 weeks ago
- Repository for collection of research papers on multi-party learning.☆31Updated last year
- Privacy-preserving Federated Learning with Trusted Execution Environments☆63Updated last year
- ☆23Updated last month
- Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware☆161Updated last year
- 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
- Fast Privacy-Preserving Machine Learning on the GPU☆78Updated 3 years ago
- Our first MPC program (aka: MP-SPDZ by a dummy)☆12Updated last year
- Secure Aggregation for FL☆34Updated 11 months ago
- Paper Notes in MPC with Applications to PPML☆65Updated 7 months ago
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.☆111Updated last year
- 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
- Goten: GPU-Outsourcing Trusted Execution of Neural Network Training and Prediction☆31Updated 3 years ago
- Secure Aggregation for Federated Learning with Malicious Actors☆25Updated last year
- This project's goal is to evaluate the privacy leakage of differentially private machine learning models.☆129Updated last year
- ☆25Updated last year
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆38Updated 5 years ago
- Private and Reliable Neural Network Inference (CCS '22)☆18Updated last year
- ☆78Updated 4 years ago
- ☆17Updated 7 months ago
- ☆18Updated 10 months ago
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆18Updated 9 months ago
- Materials about Privacy-Preserving Machine Learning☆232Updated 4 months ago
- Privacy-Preserving, Accurate and Efficient Inference for Transformers☆22Updated 5 months ago
- Implementation of protocols in SecureNN.☆124Updated 2 years 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
- A secure aggregation system for private federated learning☆36Updated 6 months ago
- ☆35Updated 2 weeks ago