muclover / pvCNNLinks
该项目实现了隐私保护和可验证的卷积神经网络（CNN）测试，旨在使模型开发者能够在多个测试者提供的非公开数据上向用户证明CNN性能的真实性，同时保护模型和数据的隐私。
☆14Updated last year
Alternatives and similar repositories for pvCNN
Users that are interested in pvCNN are comparing it to the libraries listed below
Sorting:
- A secure aggregation system for private federated learning☆41Updated last year
- Code repository for the paper at USENIX Security'24☆29Updated 10 months ago
- Secure Aggregation for Federated Learning with Malicious Actors☆25Updated 2 years ago
- Paper Notes in MPC with Applications to PPML☆69Updated last year
- Secure Aggregation for FL☆35Updated last year
- ☆37Updated 7 months ago
- ☆10Updated 11 months ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.☆18Updated 10 months ago
- A framework for secure, handy, accurate, and fast transformer inference☆17Updated last month
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆19Updated last year
- Function secret sharing (FSS) primitives including distributed point functions (DPF) and distributed comparison functions (DCF)☆27Updated 2 months ago
- MPC team of Security Group in HITSZ☆20Updated 2 months ago
- Experimental Code for Private Decision Tree Evaluation☆13Updated last year
- ☆20Updated 2 years ago
- Privacy-Preserving, Accurate and Efficient Inference for Transformers☆27Updated last year
- Private Inference on Transformer☆25Updated 2 years ago
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆40Updated 4 months ago
- ☆28Updated 2 years ago
- ☆15Updated 8 months ago
- A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.☆31Updated 2 weeks ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 3 years ago
- Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"☆23Updated 3 years ago
- Fast Privacy-Preserving Machine Learning on the GPU☆84Updated 4 years ago
- Cryptographically Secure Aggregation for Federated Learning☆11Updated 2 years ago
- Repository for collection of research papers on multi-party learning.☆32Updated last year
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆20Updated 4 years ago
- [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning☆22Updated 2 months ago
- The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference" (USENIX Security 2023)☆21Updated 2 years ago
- Efficient Secure Computation Protocols for Trigonometric Functions via Function Secret Sharing☆21Updated 2 years ago