联邦学习

发布时间：2020-10-04，作者：阿水

## 论文

Method	Title	Date
FedAvg	Communication-Efficient Learning of Deep Networks from Decentralized Data	AISTATS2017
FedMD	FedMD: Heterogenous Federated Learning via Model Distillation	NeurIPS 2019
FedFD	Ensemble Distillation for Robust Model Fusion in Federated Learning	NeurIPS 2020

## 数据集

• MNIST
• FEMNIST
• LEAF

## 开源框架

• FATE
• Fedlearner, 介绍
• FedML
• TensorFlow Federated
• PaddleFL
• PySyft

## 其他链接

https://www.cnblogs.com/wt869054461/p/12375011.html