Open Access
Table 7
The effect of multi-step attack on transferability of MINST (unit:%)
| Local network | Mask | Plain | BIM | ATA | Ours |
|---|---|---|---|---|---|
| ResNet-50 | SENet | 99.04 | 73.77 | 62.07 | 60.82 |
| VGG19 | 99 | 82.33 | 68.67 | 69.53 | |
| Inception | 99.64 | 75.54 | 71.26 | 68.75 | |
| ViT | 98.40 | 45.04 | 29.87 | 28.33 | |
| SENet | 99.04 | 83.84 | 61.23 | 59.50 | |
| Inception | VGG19 | 99 | 81.29 | 75.64 | 73.92 |
| ResNet-50 | 98.87 | 82.84 | 78.33 | 75.20 | |
| ViT | 98.40 | 47.93 | 31.09 | 29.78 |
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