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
☆15Updated last year
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☆357Updated 8 months ago
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆125Updated 10 months ago
- DPSUR☆27Updated 6 months ago
- The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation☆165Updated 2 years ago
- VeryFL is an experimental federated leraning framework embedded with blockchain☆111Updated 6 months ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆95Updated last year
- ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning☆142Updated 5 months ago
- 自己的个人毕设,联邦学习相关,主要是多方安全计算中秘密分享的一种算法实现,以完成不需要第三方的安全隐私传输。(An algorithm implementation of secret sharing in multi-party secure computing to c…☆18Updated 3 years ago
- ☆70Updated 9 months ago
- [ACM EuroSys'24] Dordis: Efficient Federated Learning with Dropout-Resilient Differential Privacy☆23Updated 3 months ago
- 基于同态加密的 联邦学习安全聚合系统☆45Updated 4 years ago
- Code & supplementary material of the paper Label Inference Attacks Against Federated Learning on Usenix Security 2022.☆84Updated 2 years ago
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆396Updated 9 months ago
- ☆31Updated last year
- 联邦学习隐私保护综述☆34Updated 3 years ago
- Tutorials and paper lists for federated learning☆67Updated 3 years ago
- nips23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy☆81Updated 10 months ago
- 基于《A Little Is Enough: Circumventing Defenses For Distributed Learning》的联邦学习攻击模型☆64Updated 5 years ago
- Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning☆32Updated last month
- ☆39Updated last year
- ☆52Updated 2 years ago
- 🔨 A toolbox for federated learning, aiming to provide implementations of FedAvg, FedProx, Ditto, etc. in multiple versions, such as Pyto…☆66Updated last year
- The source code of the paper "Efficient Privacy-Preserving Federated Learning with Compressed Sensing"☆21Updated last year
- ☆23Updated 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…☆66Updated 2 years ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- PyTorch Federated Learning (easy to use and extend)☆266Updated last year
- paper code☆26Updated 4 years ago
- 📦 Collect some Asynchronous Federated Learning papers.☆116Updated last year
- Overview of Federal Learning☆293Updated 2 years ago