Whitesad / mnist-federated-learning
这是一个基于Minist数据集的横向联邦学习实现
☆13Updated 3 years ago
Alternatives and similar repositories for mnist-federated-learning:
Users that are interested in mnist-federated-learning are comparing it to the libraries listed below
- 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
- 联邦学习分布式训练MNist数据集☆55Updated 5 years ago
- 带加密的联邦学习,学习+练手的小作品☆18Updated 5 years ago
- 基于同态加密的联邦学习安全聚合系统☆39Updated 3 years ago
- 联邦学习相关资源整理☆42Updated 4 years ago
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆110Updated 5 months 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…☆59Updated last year
- ☆19Updated last year
- 使用tensorflow2.1实现联合学习推荐模型,并加入差 分隐私噪声进行隐私保护。☆51Updated last year
- 联邦学习隐私保护综述☆34Updated 3 years ago
- Implement FedAvg algorithm based on Tensorflow☆240Updated 4 years ago
- Three implementations of FedAvg: numpy, pytorch and tensorflow federated.☆42Updated 2 years ago
- FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning☆18Updated 2 years ago
- 通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from …☆34Updated 2 years ago
- 自己动手实现的联邦学习相关代码☆9Updated 3 years ago
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆58Updated 3 years ago
- 区块链+联邦学习+恶意检测算法☆29Updated 3 years ago
- vertical federated learning demo with crypten☆47Updated 3 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆45Updated 2 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…☆17Updated 2 years ago
- 联邦学习论文以及论文笔记☆18Updated 4 years ago
- 基于安全多方计算的隐私保护系统设计与实现☆47Updated 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
- 基于联邦学习的电影推荐系统,采用联邦学习框架FATE1.3.1的水平联邦推荐算法。☆23Updated 2 years ago
- 完全去中心化联邦学习☆24Updated last year
- A foundational platform that primarily shares federated learning, differential privacy content☆22Updated 3 months ago
- PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).☆102Updated 2 years ago
- Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC☆30Updated 4 years ago
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆122Updated last year
- Standard federated learning implementations in FedLab and FL benchmarks.☆155Updated last year