LaRiffle / ariann
Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing
☆52Updated 3 years ago
Alternatives and similar repositories for ariann:
Users that are interested in ariann are comparing it to the libraries listed below
- Implementation of protocols in Falcon☆93Updated 5 months ago
- ☆54Updated 2 years ago
- Fast Privacy-Preserving Machine Learning on the GPU☆79Updated 3 years ago
- ☆66Updated 6 years ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆30Updated last year
- ☆36Updated 2 months ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- Implementation of protocols in SecureNN.☆128Updated 2 years ago
- Materials about Privacy-Preserving Machine Learning☆234Updated 6 months ago
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆33Updated 3 years ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆20Updated 4 years ago
- ☆22Updated 3 months ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆48Updated 3 years ago
- Privacy -preserving Neural Networks☆78Updated 6 years ago
- Paper Notes in MPC with Applications to PPML☆64Updated 9 months ago
- MPC team of Security Group in HITSZ☆20Updated 4 months ago
- Secure Aggregation for FL☆34Updated last year
- pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.☆17Updated 5 months ago
- ☆103Updated 3 years ago
- Function Secret Sharing for Secure Thresholded Distance Metric Evaluation. The code accompanying the paper.☆13Updated last month
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆77Updated 5 months ago
- A secure aggregation system for private federated learning☆38Updated 8 months ago
- Piranha: A GPU Platform for Secure Computation☆91Updated last year
- Experimental Code for Private Decision Tree Evaluation☆12Updated last year
- MCSI☆13Updated 3 years ago
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆19Updated 11 months ago
- Semi-honest Two Party Computation Based on Garbled Circuits.☆77Updated 2 years ago
- Code repository for the paper at USENIX Security'24☆24Updated 5 months ago
- ☆28Updated 2 years ago
- Function Secret Sharing library for Python and Rust with hardware acceleration (PETS '22)☆54Updated last year