liukanshan1 / Fed-Avg
联邦学习ECG心电图诊断模型训练与预测
☆14Updated last year
Alternatives and similar repositories for Fed-Avg:
Users that are interested in Fed-Avg are comparing it to the libraries listed below
- 隐私保护的敏感人群轨迹接触追溯算法。基于轨迹时空信息、同态加密、安全多方计算，使用C++实现☆11Updated last year
- 利用联邦学习进行高校学生成绩预测研究，并使用Streamlit搭建了简易的可视化平台☆22Updated 2 years ago
- 隐私保护的敏感人群轨迹接触追溯算法。基于轨迹时空信息、同态加密、安全多方计算，使用Java实现☆11Updated last year
- 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☆12Updated last year
- 联邦学习隐私保护综述☆33Updated 3 years ago
- 🔬 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…☆56Updated last year
- 联邦学习论文以及论文笔记☆18Updated 4 years 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…☆16Updated 2 years ago
- 使用pytorch，mnist、cifar数据集实现基础的联邦学习（平局聚合、不含加密过程）☆26Updated 3 years ago
- 区块链融合联邦学习的可信智能车联网系统☆9Updated last year
- 🔨 A toolbox for federated learning, aiming to provide implementations of FedAvg, FedProx, Ditto, etc. in multiple versions, such as Pyto…☆64Updated last year
- 这是一个基于Minist数据集的横向联邦学习实现☆13Updated 3 years ago
- 基于同态加密的联邦学习安全聚合系统☆38Updated 3 years ago
- 📦 基于 PaddleFL 框架的联邦学习医疗影像识别 GUI☆59Updated 2 years ago
- 基于安全多方计算的隐私保护系统设计与实现☆45Updated 3 years ago
- ☆18Updated last year
- Overview of Federal Learning☆287Updated last year
- Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology …☆32Updated last year
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆108Updated 3 months ago
- 区块链+联邦学习+恶意检测算法☆29Updated 3 years ago
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆359Updated 2 months ago
- 联邦学习区块链web端demo☆47Updated 2 years ago
- 机器学习和差分隐私的论文笔记和代码仓☆337Updated last month
- VeryFL is an experimental federated leraning framework embedded with blockchain☆92Updated this week
- 联邦学习分布式训练MNist数据集☆55Updated 5 years ago
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆58Updated 2 years ago
- [ACM EuroSys'24] Dordis: Efficient Federated Learning with Dropout-Resilient Differential Privacy☆22Updated 3 months ago
- 联邦学习相关资源整理☆42Updated 4 years ago
- Tutorials and paper lists for federated learning☆65Updated 2 years ago