Adversarial Attack on ImageNet (100 images)
1.3Median L2 Distancelow-rank adversarial attack framework w/ IG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| low-rank adversarial attack framework w/ IGExplanation method=IG, Perturbation budget (epsilon)=22026.04 | 1.3 | 26 | |
| low-rank adversarial attack framework w/ SHAPExplanation method=SHAP, Perturbation budget (epsilon)=22026.04 | 1.39 | 32 | |
| low-rank adversarial attack framework w/ GradCAMExplanation method=GradCAM, Perturbation budget (epsilon)=22026.04 | 1.4 | 31 | |
| low-rank adversarial attack framework w/ LIMEExplanation method=LIME, Perturbation budget (epsilon)=22026.04 | 1.49 | 27 | |
| Esmaeili et al.Perturbation budget (epsilon)=22026.04 | 16.33 | 97 |