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Adversarial Attack Transferability on ImageNet Target: TNT-S 5000 images (val)
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76.16
Attack Success Rate
RFA+SGM
10.744
27.727
44.71
61.693
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
76.16
RFA+MUP
Source Model=ResNet-50...
2024.10
64.95
RFA
Source Model=ResNet-50...
2024.10
62.76
MFAA+SGM
Source Model=ResNet-50...
2024.10
56.5
SIA+SGM
Source Model=ResNet-50...
2024.10
43.53
MFAA+MUP
Source Model=ResNet-50...
2024.10
43.31
SMI-FRSM+SGM
Source Model=ResNet-50...
2024.10
43.28
MFAA
Source Model=ResNet-50...
2024.10
42.32
SMI-FRSM+MUP
Source Model=ResNet-50...
2024.10
33.46
SMI-FRSM
Source Model=ResNet-50...
2024.10
31.16
SIA+MUP
Source Model=ResNet-50...
2024.10
29.68
SIA
Source Model=ResNet-50...
2024.10
29.19
PGD+SGM
Source Model=ResNet-50...
2024.10
23.88
PGD+MUP
Source Model=ResNet-50...
2024.10
14.27
PGD
Source Model=ResNet-50...
2024.10
13.26
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