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Adversarial Attack on ImageNet (subset)
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100
Attack Success Rate (ASR)
CAC
93.76
95.38
97
98.62
Mar 11, 2026
Attack Success Rate (ASR)
Average Query Number (AQN)
Average L2 Perturbation
Std Dev L2 Perturbation
Average L-inf Perturbation
Std Dev L-inf Perturbation
Updated 1mo ago
Evaluation Results
Method
Method
Links
Attack Success Rate (ASR)
Average Query Number (AQN)
Average L2 Perturbation
Std Dev L2 Perturbation
Average L-inf Perturbation
Std Dev L-inf Perturbation
CAC
Target Model=ResNet-50...
2026.03
100
489.93
36.396
19.038
0.122
0.068
SQUAREATTACK l∞
Target Model=ResNet-50...
2026.03
98
500
89.292
4.953
0.25
0
SPARSERS
Target Model=ResNet-50...
2026.03
94
500
44.47
2.574
0.994
0.017
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