Backdoor Detection (Seven-to-one attack) on GTSRB
98BadNet AccUNICORN
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| UNICORNNimg=102025.12 | 98 | 42 | 50 | 38 | 84 | 34 | 98 | 90 | |
| NC-CSONimg=102025.12 | 92 | 60 | 64 | 30 | 72 | 50 | 82 | 66 | |
| MMBD-CSONimg=102025.12 | 92 | 58 | 80 | 44 | 96 | 68 | 100 | 92 | |
| NCNimg=102025.12 | 90 | 44 | 44 | 18 | 40 | 44 | 60 | 58 | |
| BTI-DBFNimg=602025.12 | 88 | 74 | 78 | 20 | 80 | 48 | 100 | 62 | |
| BTI-DBF-2Nimg=602025.12 | 76 | 70 | 60 | 20 | 78 | 52 | 50 | 40 | |
| MMBDNimg=02025.12 | 70 | 40 | 18 | 10 | 72 | 38 | 52 | 68 | |
| PT-RED-CSONimg=102025.12 | 36 | 20 | 54 | 40 | 62 | 54 | 66 | 56 | |
| PT-REDNimg=102025.12 | 22 | 18 | 34 | 20 | 36 | 40 | 56 | 30 |