Personalized Federated Learning Vulnerability Assessment on CIFAR-100
1.87Average ADFedBABU
Evaluation results
| Method | Links | |
|---|---|---|
| FedBABUSharing=Partial model sharing, Attack=PGD, Epsilon=8/2552026.06 | 1.87 | |
| FedRepSharing=Partial model sharing, Attack=PGD, Epsilon=8/2552026.06 | 3.22 | |
| GPFLSharing=Partial model sharing, Attack=PGD, Epsilon=8/2552026.06 | 3.98 | |
| FedCACSharing=Partial model sharing, Attack=PGD, Epsilon=8/2552026.06 | 25.79 | |
| FedBNSharing=Partial model sharing, Attack=PGD, Epsilon=8/2552026.06 | 30.09 | |
| FedASSharing=Partial model sharing, Attack=PGD, Epsilon=8/2552026.06 | 30.4 | |
| SCAFFOLDSharing=Full model sharing, Attack=PGD, Epsilon=8/2552026.06 | 33.33 | |
| FedProxSharing=Full model sharing, Attack=PGD, Epsilon=8/2552026.06 | 33.54 |