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Benchmarks
Adversarial Attack on CIFAR-100 (L-inf and L2 Perturbation Sweep)
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62.87
ASR (L-inf, 4/255)
SDM
58.9284
59.9517
60.975
61.9983
May 19, 2026
ASR (L-inf, 4/255)
ASR (L-inf, 8/255)
ASR (L-inf, 12/255)
ASR (L-inf, 16/255)
ASR (L-inf, 20/255)
ASR (L-inf, 24/255)
ASR (L2, 0.5)
ASR (L2, 1.0)
ASR (L2, 1.5)
ASR (L2, 2.0)
ASR (L2, 2.5)
ASR (L2, 3.0)
Updated 13d ago
Evaluation Results
Method
Method
Links
ASR (L-inf, 4/255)
ASR (L-inf, 8/255)
ASR (L-inf, 12/255)
ASR (L-inf, 16/255)
ASR (L-inf, 20/255)
ASR (L-inf, 24/255)
ASR (L2, 0.5)
ASR (L2, 1.0)
ASR (L2, 1.5)
ASR (L2, 2.0)
ASR (L2, 2.5)
ASR (L2, 3.0)
SDM
2026.05
62.87
80.63
91.46
96.4
98.59
99.44
64.29
84.5
94.94
98.66
99.61
99.92
C&W
2026.05
61.63
78.06
88.91
94.94
97.92
99.16
63.18
79.71
86.91
88.89
89.03
89.03
APGD
2026.05
59.61
78.2
90.4
96.02
98.61
99.46
61.2
82.81
94.79
98.74
99.71
99.96
PGD
2026.05
59.08
77.23
89.59
95.45
98.25
99.3
60.78
81.83
93.97
98.27
99.56
99.92
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