tnurbek / capride-learningLinks
[CVPR 2023] CaPriDe Learning: Confidential and Private Decentralized Learning based on Encryption-friendly Distillation Loss
☆11Updated 11 months ago
Alternatives and similar repositories for capride-learning
Users that are interested in capride-learning are comparing it to the libraries listed below
Sorting:
- Flower framework for Federated Learning, with Fully Homomorphic Encryption integrated☆12Updated last year
- ☆12Updated 8 months ago
- ☆12Updated last year
- Private and Reliable Neural Network Inference (CCS '22)☆20Updated last year
- GPU implementation of BFV, CKKS and BGV homomorphic encryption schemes.☆40Updated last year
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆80Updated 11 months ago
- Private Inference on Transformer☆25Updated 2 years ago
- Experimental Code for Private Decision Tree Evaluation☆13Updated last year
- A secure aggregation system for private federated learning☆41Updated last year
- Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"☆54Updated 3 months ago
- ☆11Updated 3 months ago
- code repo for paper accepted in ICML 2023☆12Updated last year
- Secure Aggregation for Federated Learning with Malicious Actors☆25Updated 2 years ago
- [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning☆22Updated 2 months ago
- ☆32Updated 2 years ago
- ☆34Updated last year
- Paper Notes in MPC with Applications to PPML☆69Updated last year
- ☆88Updated 5 years ago
- [ICML'23 Oral] HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption☆46Updated last year
- Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology …☆32Updated last year
- Repository for collection of research papers on multi-party learning.☆32Updated last year
- Secure Aggregation for FL☆35Updated last year
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆39Updated 2 years ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆48Updated 4 years ago
- 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。