Backdoor Detection on STL-10 target attack
493True Positives (TP)BadEncoder
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BadEncoder2026.03 | 493 | 22 | 6 | 480 | 97.2 | |
| DECREE (Summary)Model Arch=Summary2023.03 | 111 | 2 | 0 | 109 | 99.1 | |
| DECREEAttack Category=Img-on-Img, Pre-training Dataset=CIFAR10, Model Arch=RN182023.03 | 30 | 2 | 0 | 28 | 96.7 | |
| DECREEAttack Category=Img-on-Img, Pre-training Dataset=CIFAR10, Model Arch=RN342023.03 | 30 | 0 | 0 | 30 | 100 | |
| DECREEAttack Category=Img-on-Img, Pre-training Dataset=CIFAR10, Model Arch=RN502023.03 | 15 | 0 | 0 | 15 | 100 | |
| DECREEAttack Category=Img-on-Img, Pre-training Dataset=ImageNet, Model Arch=RN502023.03 | 12 | 0 | 0 | 12 | 100 | |
| DECREEAttack Category=Img-on-Pair, Pre-training Dataset=CLIP, Model Arch=RN502023.03 | 12 | 0 | 0 | 12 | 100 | |
| DECREEAttack Category=Text-on-Pair, Pre-training Dataset=CLIP, Model Arch=RN502023.03 | 12 | 0 | 0 | 12 | 100 | |
| DSBA2026.03 | 4 | 22 | 493 | 480 | 48.45 |