Runtime Backdoor Mitigation on GTSRB
85.28FIRE PA (Pos 1)FIRE
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| FIREBackbone=PreActResNet18, Attack=BPP2026.02 | 85.28 | — | — | — | 82.66 | — | 228.2 | 11.7 | |
| FIREBackbone=PreActResNet18, Attack=FTROJAN2026.02 | 79.16 | — | — | — | 76.37 | — | 241 | 12 | |
| FIREBackbone=PreActResNet18, Attack=BadNets2026.02 | 76.53 | — | — | — | 86.95 | — | 225.8 | 11.7 | |
| FIREBackbone=PreActResNet18, Attack=InputAware2026.02 | 71.2 | — | — | — | 61.89 | — | 232.6 | 12.2 | |
| FIREBackbone=PreActResNet18, Attack=Blended2026.02 | 34.61 | — | — | — | 61.89 | — | 231.8 | 12.8 | |
| FIREBackbone=PreActResNet18, Attack=Blind2026.02 | 21.88 | — | — | — | 49.01 | — | 225.5 | 11.5 | |
| FIREBackbone=PreActResNet18, Attack=WaNet2026.02 | 20.29 | — | — | — | 42.32 | — | 226.2 | 14.2 |