Backdoor Defense on CIFAR-10 alpha=0.5 (CA/ASR)
54.7Clean Accuracy (CA)ORACLE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ORACLEm (attackers)=2, n (total nodes)=16, seeds=32026.05 | 54.7 | 0.1 | |
| ARGUSm (attackers)=2, n (total nodes)=16, seeds=32026.05 | 53.3 | 1.7 | |
| MULTI-KRUMm (attackers)=2, n (total nodes)=16, seeds=32026.05 | 47.4 | 15.1 | |
| NO DEFENSEm (attackers)=2, n (total nodes)=16, seeds=32026.05 | 43.2 | 72.4 | |
| P2PCDm (attackers)=2, n (total nodes)=16, seeds=32026.05 | 38.4 | 24.9 | |
| BADFLm (attackers)=2, n (total nodes)=16, seeds=32026.05 | 37.4 | 45.7 |