Federated Learning Backdoor Defense on CIFAR-10 IID (test)
85.01MAAlignIns
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| AlignInsSetting=cross-device FL, Attack=Badnet, Total clients=100, Clients per round=202025.03 | 85.01 | 0.92 | 8,274 | |
| LockdownSetting=cross-device FL, Attack=Badnet, Total clients=100, Clients per round=202025.03 | 83.52 | 99.99 | 0 | |
| FoolsgoldSetting=cross-device FL, Attack=Badnet, Total clients=100, Clients per round=202025.03 | 82.99 | 99.99 | 1 | |
| RLRSetting=cross-device FL, Attack=Badnet, Total clients=100, Clients per round=202025.03 | 56.81 | 4.67 | 5,538 |