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Adversarial Attack Transferability on ImageNet Target: SE154 5000 images (val)
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83.47
Attack Success Rate (%)
RFA+SGM
15.1316
32.8733
50.615
68.3567
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
83.47
MFAA+SGM
Source Model=ResNet-50...
2024.10
77.91
RFA+MUP
Source Model=ResNet-50...
2024.10
77.13
RFA
Source Model=ResNet-50...
2024.10
75.16
SIA+SGM
Source Model=ResNet-50...
2024.10
72.44
MFAA+MUP
Source Model=ResNet-50...
2024.10
69.91
MFAA
Source Model=ResNet-50...
2024.10
67.88
SMI-FRSM+SGM
Source Model=ResNet-50...
2024.10
62.09
SIA+MUP
Source Model=ResNet-50...
2024.10
57.72
SIA
Source Model=ResNet-50...
2024.10
57.24
SMI-FRSM+MUP
Source Model=ResNet-50...
2024.10
53.27
SMI-FRSM
Source Model=ResNet-50...
2024.10
47.96
PGD+SGM
Source Model=ResNet-50...
2024.10
37.86
PGD+MUP
Source Model=ResNet-50...
2024.10
21.17
PGD
Source Model=ResNet-50...
2024.10
17.76
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