liukanshan1 / Fed-Avg
联邦学习ECG心电图诊断模型训练与预测
☆14Updated last year
Related projects ⓘ
Alternatives and complementary repositories for Fed-Avg
- 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☆10Updated last year
- 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
- 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)☆25Updated 3 years ago
- 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☆21Updated 2 years ago
- 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
- 基于同态加密的联邦学习安全聚合系统☆36Updated 3 years ago
- 区块链融合联邦学习的可信智能车联网系统☆10Updated last year
- 联邦学习隐私保护综述☆32Updated 3 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
- 🔬 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
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆106Updated last month
- This is the code for my master thesis.☆14Updated 2 years ago
- Overview of Federal Learning☆286Updated last year
- An easy-to-use federated learning platform☆297Updated last year
- 基于安全多方计算的隐私保护系统设计与实现☆43Updated 2 years ago
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆111Updated last week
- PyTorch Federated Learning (easy to use and extend)☆224Updated 10 months ago
- PyTorch implementation of FedPer (Federated Learning with Personalization Layers).☆65Updated 2 years ago
- 将联邦学习以及知识蒸馏用于搭建网络入侵检测检测模型,在NSL-KDD数据集上进行了验证。☆21Updated last year
- 联邦学习论文以及论文笔记☆17Updated 3 years ago
- Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology …☆29Updated 11 months ago
- Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)☆70Updated 3 years ago
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆348Updated 3 weeks ago
- 机器学习和差分隐私的论文笔记和代码仓☆318Updated 3 weeks ago
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆57Updated 2 years ago
- 区块链+联邦学习+恶意检测算法☆29Updated 3 years ago
- nips23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy☆52Updated 2 months ago
- ☆18Updated last year
- 📦 基于 PaddleFL 框架的联邦学习医疗影像识别 GUI☆55Updated 2 years ago