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Adversarial Attack Transferability on ImageNet Target IncV4 5000 images (val)
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75.05
Attack Success Rate
RFA+SGM
11.2876
27.8413
44.395
60.9487
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
75.05
MFAA+SGM
Source Model=ResNet-50...
2024.10
69.46
RFA+MUP
Source Model=ResNet-50...
2024.10
68.58
RFA
Source Model=ResNet-50...
2024.10
66.46
MFAA+MUP
Source Model=ResNet-50...
2024.10
58.89
MFAA
Source Model=ResNet-50...
2024.10
57.13
SIA+SGM
Source Model=ResNet-50...
2024.10
53.1
SMI-FRSM+SGM
Source Model=ResNet-50...
2024.10
50.09
SIA
Source Model=ResNet-50...
2024.10
42.42
SMI-FRSM+MUP
Source Model=ResNet-50...
2024.10
42.37
SIA+MUP
Source Model=ResNet-50...
2024.10
41.92
SMI-FRSM
Source Model=ResNet-50...
2024.10
38.93
PGD+SGM
Source Model=ResNet-50...
2024.10
26.98
PGD+MUP
Source Model=ResNet-50...
2024.10
15.51
PGD
Source Model=ResNet-50...
2024.10
13.74
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