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Benchmarks
Adversarial Attack Transferability on ImageNet Target: ConViT-B 5000 images (val)
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51.37
Attack Success Rate (ASR)
RFA+SGM
0.8364
13.9557
27.075
40.1943
Oct 11, 2024
Attack Success Rate (ASR)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Attack Success Rate (ASR)
RFA+SGM
Source Model=ResNet-50...
2024.10
51.37
RFA+MUP
Source Model=ResNet-50...
2024.10
38.93
RFA
Source Model=ResNet-50...
2024.10
36.82
SMI-FRSM+SGM
Source Model=ResNet-50...
2024.10
18.64
MFAA+SGM
Source Model=ResNet-50...
2024.10
15.04
SIA+SGM
Source Model=ResNet-50...
2024.10
12.4
SMI-FRSM+MUP
Source Model=ResNet-50...
2024.10
11.46
MFAA+MUP
Source Model=ResNet-50...
2024.10
10.81
SMI-FRSM
Source Model=ResNet-50...
2024.10
10.77
MFAA
Source Model=ResNet-50...
2024.10
10.14
PGD+SGM
Source Model=ResNet-50...
2024.10
7.92
SIA
Source Model=ResNet-50...
2024.10
6.63
SIA+MUP
Source Model=ResNet-50...
2024.10
6.48
PGD+MUP
Source Model=ResNet-50...
2024.10
2.96
PGD
Source Model=ResNet-50...
2024.10
2.78
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