Qianqian-Wang-1997 / 2019Summer_SecureML
SecureML Introduction
☆11Updated last year
Related projects ⓘ
Alternatives and complementary repositories for 2019Summer_SecureML
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆38Updated 5 years ago
- an implementation of CryptoNets☆11Updated 6 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
- Paper Notes in MPC with Applications to PPML☆65Updated 8 months ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆20Updated 4 years ago
- ☆35Updated 2 weeks ago
- Intel Paillier Cryptosystem Library is an open-source library which provides accelerated performance of a partial homomorphic encryption …☆56Updated 4 months ago
- Implementation of protocols in SecureNN.☆124Updated 2 years ago
- Implementation of protocols in Falcon☆89Updated 3 months ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆30Updated last year
- ☆65Updated 6 years ago
- ☆27Updated last year
- Private Decision Tree Evaluation protocols☆11Updated 4 years 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
- A Python implementation of CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy☆29Updated 4 years ago
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.☆111Updated last year
- Efficient Batched Oblivious PRF with Applications to Private Set Intersection (CCS 2016)☆78Updated 2 years ago
- ☆23Updated 2 years ago
- MPC team of Security Group in HITSZ☆19Updated 2 months ago
- Fast Privacy-Preserving Machine Learning on the GPU☆78Updated 3 years ago
- A two-party generator for Vector-OLE correlations.☆28Updated 3 years ago
- Private Set Union☆12Updated 2 years ago
- Private Set Intersection in the Internet Setting From Lightweight Oblivious PRF☆85Updated 2 years ago
- A Backward-Secure Searchable Encryption Scheme from Symmetric Puncturable Encryption☆35Updated 6 years ago
- Implementation of protocols in the paper titled "Scalable Multi-Party Computation Protocols for Machine Learning in the Honest-Majority S…☆14Updated last month
- Efficient Secure Computation Protocols for Trigonometric Functions via Function Secret Sharing☆16Updated 2 years ago
- Function Secret Sharing for Secure Thresholded Distance Metric Evaluation. The code accompanying the paper.☆12Updated last month
- Our first MPC program (aka: MP-SPDZ by a dummy)☆12Updated last year
- Materials about Privacy-Preserving Machine Learning☆232Updated 4 months ago
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆18Updated 9 months ago