关于联邦学习攻击预防与的论文代码复现

已复现的相关论文如下

• How To Backdoor Federated Learning
• A3FL Adversarially Adaptive Backdoor Attacks to Federated Learning
• Neurotoxin Durable Backdoors in Federated Learning
• DBA DISTRIBUTED BACKDOOR ATTACKS AGAINST FEDERATED LEARNING
• IBA Towards Irreversible Backdoor Attacks in Federated Learning

运行方式

How To Backdoor Federated Learning

$ python training.py --params utils/params.yaml

A3FL Adversarially Adaptive Backdoor Attacks to Federated Learning

$ python clean.py --gpu 0 --params configs/config.yaml

Neurotoxin Durable Backdoors in Federated Learning

$ ./exps/mnist-multi-krum.sh
$ ./exps/cifar10-multi-krum.sh 
$ ./exps/timagenet-multi-krum.sh