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Adversarial Attack Transferability on ImageNet Target: DN201 5000 images (val)
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96.5
Attack Success Rate
RFA+SGM
41.068
55.459
69.85
84.241
Oct 11, 2024
Attack Success Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Attack Success Rate
RFA+SGM
Source Model=ResNet-50...
2024.10
96.5
RFA+MUP
Source Model=ResNet-50...
2024.10
94.37
RFA
Source Model=ResNet-50...
2024.10
93.27
MFAA+SGM
Source Model=ResNet-50...
2024.10
91.49
SIA+SGM
Source Model=ResNet-50...
2024.10
90.24
MFAA+MUP
Source Model=ResNet-50...
2024.10
89.76
MFAA
Source Model=ResNet-50...
2024.10
88.67
SMI-FRSM+SGM
Source Model=ResNet-50...
2024.10
87.85
SIA+MUP
Source Model=ResNet-50...
2024.10
84.91
SIA
Source Model=ResNet-50...
2024.10
84.88
SMI-FRSM+MUP
Source Model=ResNet-50...
2024.10
84.3
SMI-FRSM
Source Model=ResNet-50...
2024.10
79.46
PGD+SGM
Source Model=ResNet-50...
2024.10
64.99
PGD+MUP
Source Model=ResNet-50...
2024.10
49.45
PGD
Source Model=ResNet-50...
2024.10
43.2
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