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Adversarial Attack Transferability on ImageNet Target: Visformer-S 5000 images (val)
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73.28
Attack Success Rate
RFA+SGM
6.1792
23.5996
41.02
58.4404
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
73.28
RFA+MUP
Source Model=ResNet-50...
2024.10
63.28
RFA
Source Model=ResNet-50...
2024.10
60.68
MFAA+SGM
Source Model=ResNet-50...
2024.10
42.25
SIA+SGM
Source Model=ResNet-50...
2024.10
41.9
SMI-FRSM+SGM
Source Model=ResNet-50...
2024.10
41.56
MFAA+MUP
Source Model=ResNet-50...
2024.10
35.94
MFAA
Source Model=ResNet-50...
2024.10
34.6
SMI-FRSM+MUP
Source Model=ResNet-50...
2024.10
30.31
SMI-FRSM
Source Model=ResNet-50...
2024.10
28.03
SIA
Source Model=ResNet-50...
2024.10
27.88
SIA+MUP
Source Model=ResNet-50...
2024.10
27.59
PGD+SGM
Source Model=ResNet-50...
2024.10
22.09
PGD+MUP
Source Model=ResNet-50...
2024.10
9.75
PGD
Source Model=ResNet-50...
2024.10
8.76
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