chenyiadam / FedAVGLinks
☆21Updated 2 years ago
Alternatives and similar repositories for FedAVG
Users that are interested in FedAVG are comparing it to the libraries listed below
Sorting:
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆420Updated last year
- Implementation of dp-based federated learning framework using PyTorch☆315Updated last month
- nips23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy☆92Updated last year
- PyTorch Federated Learning (easy to use and extend)☆296Updated 2 years ago
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆132Updated last year
- Benchmark of federated learning. Dedicated to the community. 🤗☆668Updated 2 weeks ago
- Implement FedAvg algorithm based on Tensorflow☆266Updated 5 years ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆612Updated last year
- ☆887Updated last year
- FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning☆21Updated 3 weeks 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)☆34Updated 4 years ago
- 区块链+联邦学习+恶意检测算法☆30Updated 4 years ago
- We provide a friendly foundational platform for beginners who intend to start Federated Learning (FL)☆19Updated 8 months ago
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆133Updated 2 years ago
- 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
- Handy PyTorch implementation of Federated Learning (for your painless research)☆464Updated 2 years ago
- This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning f…☆118Updated 3 years ago
- Differentially private federated learning: A systematic review (ACM Survey); Adap dp-fl: Differentially private federated learning with a…☆379Updated 5 months ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated 2 years ago
- On the Convergence of FedAvg on Non-IID Data☆275Updated 3 years ago
- 完全去中心化联邦学习☆31Updated 2 years ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆185Updated 4 years ago
- Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.☆193Updated 4 years ago
- Accenture Labs Federated Learning☆106Updated last year
- ☆183Updated 2 years ago
- ☆83Updated last year
- Code for "Lightweight Blockchain-Empowered Secure and Efficient Federated Edge Learning", IEEE Transactions on Computers☆13Updated last year
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆719Updated 2 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆821Updated 3 months ago
- An implementation of Deep Learning with Differential Privacy☆26Updated 2 years ago