magichjm / Federated-Learning-with-PytorchLinks
基于fedavg联邦学习算法smote过采样对联邦信用卡欺诈交易检测任务进行了优化,其中fedavg算法通过创建Server与Clients对象来模拟真实场景下的服务器<-->节点的双向参数传递。
☆10Updated last year
Alternatives and similar repositories for Federated-Learning-with-Pytorch
Users that are interested in Federated-Learning-with-Pytorch are comparing it to the libraries listed below
Sorting:
- Overview of Federal Learning☆294Updated 2 years ago
- PyTorch Federated Learning (easy to use and extend)☆296Updated last year
- Paper notes and code for differentially private machine learning☆375Updated 3 months ago
- ☆885Updated last year
- 通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from …☆40Updated 3 years ago
- Implement FedAvg algorithm based on Tensorflow☆265Updated 5 years ago
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆131Updated 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。☆55Updated 2 years ago
- ☆201Updated last year
- 联邦学习☆1,144Updated 2 years ago
- 联邦学习隐私保护综述☆36Updated 4 years ago
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆414Updated last year
- 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。☆29Updated 2 years ago
- 🔨 A toolbox for federated learning, aiming to provide implementations of FedAvg, FedProx, Ditto, etc. in multiple versions, such as Pyto…☆66Updated 2 years ago
- Implementation of dp-based federated learning framework using PyTorch☆314Updated 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)☆33Updated 4 years ago
- A foundational platform that primarily shares federated learning, differential privacy content☆26Updated 9 months ago
- 联邦学习分布式训练MNist数据集☆62Updated 6 years ago
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆132Updated 2 years ago
- The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation☆172Updated 3 years ago
- VeryFL is an experimental federated leraning framework embedded with blockchain☆118Updated 11 months ago
- Benchmark of federated learning. Dedicated to the community. 🤗☆661Updated last week
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆610Updated last year
- ☆80Updated last year
- Source code for the paper "Asynchronous Federated Optimization"☆26Updated 3 years ago
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆61Updated 3 years ago
- [INFOCOM24' & TDSC25']FedPHE & Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning☆41Updated 4 months ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated 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…☆67Updated 2 years ago
- Official Implementation of "Lurking in the shadows: Unveiling Stealthy Backdoor Attacks against Personalized Federated Learning"☆12Updated 10 months ago