Backdoor Defense on CIFAR-10 (alpha=0.25)
48.4Clean Accuracy (CA)ORACLE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ORACLEm (attackers)=2, n (total nodes)=16, seeds=32026.05 | 48.4 | 0.1 | |
| ARGUSm (attackers)=2, n (total nodes)=16, seeds=32026.05 | 45.6 | 6.9 | |
| MULTI-KRUMm (attackers)=2, n (total nodes)=16, seeds=32026.05 | 41.5 | 17.8 | |
| NO DEFENSEm (attackers)=2, n (total nodes)=16, seeds=32026.05 | 35.3 | 78 | |
| P2PCDm (attackers)=2, n (total nodes)=16, seeds=32026.05 | 31 | 29.3 | |
| BADFLm (attackers)=2, n (total nodes)=16, seeds=32026.05 | 30.4 | 50.4 |