Image Classification on CIFAR10 1000 images (val)
88.67Clean AccuracySA
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SAAttack method=SA, Target Model=Rice et al. [61], Threat model=l2, epsilon=0.52021.11 | 88.67 | 67.68 | 86.3 | 84.7 | 81.4 | 79.7 | |
| AAAttack method=AA, Target Model=Rice et al. [61], Threat model=l2, epsilon=0.52021.11 | 88.67 | 67.68 | 83.7 | 81.4 | 79.9 | 78.6 | |
| MSA2Attack method=MSA2, Target Model=Rice et al. [61], Threat model=l2, epsilon=0.52021.11 | 88.67 | 67.68 | 82.6 | 81 | 78.7 | 76.9 | |
| SAAttack method=SA, Target Model=Ding et al. [3], Threat model=l2, epsilon=0.52021.11 | 88.02 | 66.09 | 85.5 | 83.9 | 81.1 | 78.7 | |
| AAAttack method=AA, Target Model=Ding et al. [3], Threat model=l2, epsilon=0.52021.11 | 88.02 | 66.09 | 82.8 | 81.4 | 79.3 | 77.6 | |
| MSA2Attack method=MSA2, Target Model=Ding et al. [3], Threat model=l2, epsilon=0.52021.11 | 88.02 | 66.09 | 82.3 | 80.9 | 77.4 | 75.8 |