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Untargeted Adversarial Attack on CUB 200

0.55Median L2 Distortion

Sign-Opt (GradCAM)

Updated 1mo ago

Evaluation Results

Method	Links
Sign-Opt (GradCAM) 2026.04		0.55	7
Sign-Opt (InvGrad) 2026.04		0.55	6
Sign-Opt (LIME) 2026.04		0.56	7
HSJA (InvGrad) 2026.04		0.56	10
Sign-Opt (SHAP) 2026.04		0.58	7
HSJA (GradCAM) 2026.04		0.58	6
HSJA (LIME) 2026.04		0.58	10
HSJA (SHAP) 2026.04		0.62	10
HSJA (GradCAM) 2026.04		0.82	20
HSJA (SHAP) 2026.04		0.83	17
HSJA (InvGrad) 2026.04		0.85	19
HSJA (LIME) 2026.04		0.86	20
RamBoAttack (GradCAM) 2026.04		1.04	28
RamBoAttack (InvGrad) 2026.04		1.04	28
RamBoAttack (SHAP) 2026.04		1.04	29
RamBoAttack (LIME) 2026.04		1.05	28
HSJA (Naive) 2026.04		1.81	45
RamBoAttack (Naive) 2026.04		2.53	60
HSJA (Naive) 2026.04		2.64	66
Sign-Opt (Naive) 2026.04		3.05	67