Targeted Adversarial Attack on AISEC
100ASRCAAPs
Evaluation results
| Method | Links | |
|---|---|---|
| CAAPsTarget Architecture=CompNet2026.04 | 100 | |
| CAAPcTarget Architecture=CompNet2026.04 | 100 | |
| CAAPcTarget Architecture=CO3Net2026.04 | 100 | |
| CAAPsTarget Architecture=CO3Net2026.04 | 99.79 | |
| CSPATarget Architecture=CO3Net2026.04 | 98.52 | |
| AdvLogoTarget Architecture=CO3Net2026.04 | 94.49 | |
| PatchMITarget Architecture=CO3Net2026.04 | 91.95 | |
| PatchPGDTarget Architecture=CO3Net2026.04 | 90.89 | |
| CSPATarget Architecture=CompNet2026.04 | 90.11 | |
| CAAPcTarget Architecture=CCNet2026.04 | 83.79 | |
| AdvPatchTarget Architecture=CO3Net2026.04 | 79.87 | |
| AdvLogoTarget Architecture=CompNet2026.04 | 78.74 | |
| CAAPsTarget Architecture=CCNet2026.04 | 78.32 | |
| APPATarget Architecture=CO3Net2026.04 | 66.31 | |
| PatchMITarget Architecture=CompNet2026.04 | 38.53 | |
| CSPATarget Architecture=CCNet2026.04 | 38.53 | |
| PatchPGDTarget Architecture=CompNet2026.04 | 37.68 | |
| AdvPatchTarget Architecture=CompNet2026.04 | 34.95 | |
| CSPATarget Architecture=ShuffleNetV22026.04 | 14.5 | |
| CAAPcTarget Architecture=ShuffleNetV22026.04 | 8.82 | |
| CAAPsTarget Architecture=ShuffleNetV22026.04 | 7.98 | |
| AdvLogoTarget Architecture=ShuffleNetV22026.04 | 7.77 | |
| APPATarget Architecture=CompNet2026.04 | 7.16 | |
| AdvLogoTarget Architecture=MobileNetV22026.04 | 3.36 | |
| CSPATarget Architecture=MobileNetV22026.04 | 3.36 | |
| CAAPsTarget Architecture=MobileNetV22026.04 | 3.36 | |
| PatchMITarget Architecture=ShuffleNetV22026.04 | 2.52 | |
| CSPATarget Architecture=ResNet-182026.04 | 2.31 | |
| APPATarget Architecture=MobileNetV22026.04 | 2.1 | |
| PatchMITarget Architecture=MobileNetV22026.04 | 1.89 | |
| AdvLogoTarget Architecture=CCNet2026.04 | 1.89 | |
| AdvLogoTarget Architecture=ResNet-182026.04 | 1.47 | |
| PatchMITarget Architecture=VGG-162026.04 | 1.27 | |
| APPATarget Architecture=VGG-162026.04 | 1.27 | |
| CAAPsTarget Architecture=VGG-162026.04 | 1.27 | |
| CSPATarget Architecture=VGG-162026.04 | 1.06 | |
| PatchPGDTarget Architecture=MobileNetV22026.04 | 0.84 | |
| APPATarget Architecture=ShuffleNetV22026.04 | 0.84 | |
| CAAPcTarget Architecture=MobileNetV22026.04 | 0.84 | |
| CAAPcTarget Architecture=VGG-162026.04 | 0.64 | |
| AdvPatchTarget Architecture=MobileNetV22026.04 | 0.63 | |
| AdvPatchTarget Architecture=ShuffleNetV22026.04 | 0.63 | |
| PatchMITarget Architecture=ResNet-182026.04 | 0.42 | |
| PatchPGDTarget Architecture=ShuffleNetV22026.04 | 0.42 | |
| AdvLogoTarget Architecture=VGG-162026.04 | 0.42 | |
| AdvPatchTarget Architecture=ResNet-182026.04 | 0.21 | |
| PatchPGDTarget Architecture=ResNet-182026.04 | 0.21 | |
| APPATarget Architecture=CCNet2026.04 | 0.21 | |
| AdvPatchTarget Architecture=VGG-162026.04 | 0 | |
| AdvPatchTarget Architecture=CCNet2026.04 | 0 | |
| PatchMITarget Architecture=CCNet2026.04 | 0 | |
| PatchPGDTarget Architecture=VGG-162026.04 | 0 | |
| PatchPGDTarget Architecture=CCNet2026.04 | 0 | |
| APPATarget Architecture=ResNet-182026.04 | 0 | |
| CAAPsTarget Architecture=ResNet-182026.04 | 0 | |
| CAAPcTarget Architecture=ResNet-182026.04 | 0 |