Open Access
Table 6
The effect of multi-step attack on transferability of CIFAR-10 (unit:%)
| Local network | Mask | Plain | BIM | ATA | Ours |
|---|---|---|---|---|---|
| ResNet-50 | SENet | 87 | 46.37 | 45.250 | 41.75 |
| VGG19 | 85.63 | 49.50 | 46.375 | 46.23 | |
| Inception | 87.33 | 49.79 | 45.250 | 44.85 | |
| FcaNet | 90.32 | 48.06 | 47.780 | 46.87 | |
| SENet | 87 | 47.75 | 42.78 | 40.32 | |
| Inception | VGG19 | 85.63 | 46.53 | 41.50 | 40.25 |
| ResNet-50 | 86.37 | 41.31 | 39.75 | 38.25 | |
| FcaNet | 90.32 | 47.93 | 45.12 | 43.50 |
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