Backdoor Detection (All-to-one attack) on GTSRB
86Clean AccuracyMMBD-CSO
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| MMBD-CSONimg=102025.12 | 86 | 78 | 48 | 100 | 98 | 100 | 36 | 100 | 100 | |
| MMBDNimg=02025.12 | 76 | 52 | 10 | 60 | 78 | 88 | 24 | 100 | 100 | |
| NC-CSONimg=102025.12 | 74 | 82 | 100 | 82 | 90 | 78 | 10 | 44 | 100 | |
| PT-RED-CSONimg=102025.12 | 66 | 42 | 90 | 88 | 88 | 92 | 18 | 56 | 86 | |
| NCNimg=102025.12 | 62 | 72 | 90 | 72 | 54 | 72 | 10 | 42 | 100 | |
| UNICORNNimg=102025.12 | 46 | 12 | 10 | 34 | 32 | 82 | 42 | 22 | 46 | |
| PT-REDNimg=102025.12 | 42 | 44 | 78 | 60 | 70 | 80 | 0 | 52 | 92 | |
| BTI-DBFNimg=602025.12 | 0 | 18 | 18 | 36 | 40 | 36 | 12 | 20 | 76 | |
| BTI-DBF-2Nimg=602025.12 | 0 | 18 | 18 | 34 | 38 | 36 | 12 | 0 | 0 |