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Untargeted Adversarial Attack on Stanford Cars

1.79Median L2 Distortion

RamBoAttack (GradCAM)

Updated 1mo ago

Evaluation Results

Method	Links
RamBoAttack (GradCAM) 2026.04		1.79	42
RamBoAttack (LIME) 2026.04		1.79	42
RamBoAttack (SHAP) 2026.04		1.79	43
RamBoAttack (InvGrad) 2026.04		1.81	43
Sign-Opt (GradCAM) 2026.04		2.23	60
Sign-Opt (InvGrad) 2026.04		2.27	60
Sign-Opt (LIME) 2026.04		2.27	61
Sign-Opt (SHAP) 2026.04		2.27	61
HSJA (SHAP) 2026.04		2.4	59
HSJA (InvGrad) 2026.04		2.42	58
HSJA (LIME) 2026.04		2.48	59
HSJA (GradCAM) 2026.04		2.51	59
RamBoAttack (Naive) 2026.04		2.73	66
HSJA (Naive) 2026.04		2.94	73
Sign-Opt (Naive) 2026.04		3.09	67
HSJA (LIME) 2026.04		3.3	76
HSJA (InvGrad) 2026.04		3.34	77
HSJA (GradCAM) 2026.04		3.4	76
HSJA (SHAP) 2026.04		3.46	75
HSJA (Naive) 2026.04		3.84	84