PKU-SEC-Lab / mpcvitLinks
Code release for MPCViT accepted by ICCV 2023
☆16Updated 10 months ago
Alternatives and similar repositories for mpcvit
Users that are interested in mpcvit are comparing it to the libraries listed below
Sorting:
- [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning☆22Updated 6 months ago
- ☆28Updated 2 years ago
- Private Inference on Transformer☆30Updated 2 years ago
- Privacy-Preserving, Accurate and Efficient Inference for Transformers☆32Updated last year
- Code for the paper: Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions☆10Updated last year
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆48Updated 9 months ago
- Repository for collection of research papers on multi-party learning.☆33Updated 2 years ago
- A framework for secure, handy, accurate, and fast transformer inference☆18Updated 2 months ago
- A simple Python implementation of a secure aggregation protocole for federated learning.☆37Updated 2 years ago
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆91Updated 6 years ago
- ☆89Updated 5 years ago
- ☆16Updated last year
- Code & supplementary material of the paper Label Inference Attacks Against Federated Learning on Usenix Security 2022.☆87Updated 2 years ago
- ☆34Updated 3 years ago
- A secure aggregation system for private federated learning☆44Updated last year
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆100Updated last year
- ☆37Updated last year
- Privacy-Preserving Deep Learning via Additively Homomorphic Encryption☆72Updated 4 years ago
- Code repository for the paper at USENIX Security'24☆33Updated last year
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆20Updated last month
- Paper Notes in MPC with Applications to PPML☆70Updated last year
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Updated 6 years ago
- Materials about Privacy-Preserving Machine Learning☆260Updated 2 months ago
- Code for Exploiting Unintended Feature Leakage in Collaborative Learning (in Oakland 2019)☆54Updated 6 years ago
- Cryptographically Secure Aggregation for Federated Learning☆11Updated 2 years ago
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆83Updated last year
- Fast Privacy-Preserving Machine Learning on the GPU☆88Updated 4 years ago
- MPC Secure Multiparty Computation. A three-party secret-sharing-based vertical federated learning setting. The data are vertically parti…☆24Updated 6 years ago
- ☆25Updated 4 years ago
- Implementation of calibration bounds for differential privacy in the shuffle model☆21Updated 5 years ago