Unakar / VFL_with_LDPLinks
中科大密码学大作业：在breast cancer数据集上实现了纵向联邦学习与标签差分隐私结合
☆17Updated 2 years ago
Alternatives and similar repositories for VFL_with_LDP
Users that are interested in VFL_with_LDP are comparing it to the libraries listed below
Sorting:
- Paper notes and code for differentially private machine learning☆377Updated 4 months ago
- ☆81Updated last year
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆417Updated last year
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆131Updated last year
- 🔬 FedCom为SWPU2022届本科毕业设计《基于社区检测的多任务聚类联邦学习》。本研究提出了一种多任务聚类联邦学习（clustered federated learning, CFL）的新方法，该方法的特点是基于社区检测（community detection）来进…☆68Updated 2 years ago
- We provide a friendly foundational platform for beginners who intend to start Federated Learning (FL)☆19Updated 7 months ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆101Updated last year
- VeryFL is an experimental federated leraning framework embedded with blockchain☆118Updated last year
- The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation☆171Updated 3 years ago
- nips23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy☆90Updated last year
- Implementation of dp-based federated learning framework using PyTorch☆314Updated 2 weeks ago
- The source code of the paper "Efficient Privacy-Preserving Federated Learning with Compressed Sensing"☆23Updated last year
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆168Updated last year
- Federated Learning Blockchain Web Demo☆52Updated 3 years ago
- Tutorials and paper lists for federated learning☆70Updated 3 months ago
- Overview of Federal Learning☆294Updated 2 years ago
- 区块链+联邦学习+恶意检测算法☆30Updated 4 years ago
- ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning☆154Updated 11 months ago
- PyTorch Federated Learning (easy to use and extend)☆295Updated 2 years ago
- [INFOCOM24' & TDSC25']FedPHE & Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning☆41Updated 4 months ago
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆91Updated 6 years ago
- [ACM EuroSys'24] Dordis: Efficient Federated Learning with Dropout-Resilient Differential Privacy☆24Updated 8 months ago
- ☆77Updated 2 years ago
- 基于同态加密的联邦学习安全聚合系统☆48Updated 4 years ago
- DPSUR☆27Updated 11 months ago
- This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning f…☆118Updated 3 years ago
- Implementation of the ChainsFL.☆36Updated 4 years ago
- 联邦学习模块化框架，支持各类FL。A universal federated learning framework, free to switch thread and process modes☆178Updated 7 months ago
- You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.☆222Updated last month
- 联邦学习隐私保护综述☆37Updated 4 years ago