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Untargeted Adversarial Attack on ImageNet (L2 Distortion & Accuracy)

1.06Median L2 Distortion

RamBoAttack (LIME)

Updated 1mo ago

Evaluation Results

Method	Links
RamBoAttack (LIME) 2026.04		1.06	19
HSJA (GradCAM) 2026.04		1.07	20
HSJA (LIME) 2026.04		1.07	20
HSJA (SHAP) 2026.04		1.07	20
RamBoAttack (InvGrad) 2026.04		1.07	19
RamBoAttack (SHAP) 2026.04		1.07	20
RamBoAttack (GradCAM) 2026.04		1.1	19
HSJA (InvGrad) 2026.04		1.12	21
HSJA (InvGrad) 2026.04		1.3	26
HSJA (InvGrad) 2026.04		1.31	29
RamBoAttack (GradCAM) 2026.04		1.32	26
RamBoAttack (SHAP) 2026.04		1.32	27
HSJA (LIME) 2026.04		1.32	28
RamBoAttack (InvGrad) 2026.04		1.34	27
RamBoAttack (LIME) 2026.04		1.34	27
HSJA (GradCAM) 2026.04		1.35	30
HSJA (SHAP) 2026.04		1.35	30
HSJA (SHAP) 2026.04		1.35	24
HSJA (GradCAM) 2026.04		1.36	25
HSJA (InvGrad) 2026.04		1.36	28
HSJA (SHAP) 2026.04		1.39	32
HSJA (GradCAM) 2026.04		1.4	31
HSJA (LIME) 2026.04		1.45	30
HSJA (LIME) 2026.04		1.49	27
HSJA (Naive) 2026.04		1.63	39
HSJA (Naive) 2026.04		1.63	39
Sign-Opt (InvGrad) 2026.04		1.65	46
Sign-Opt (LIME) 2026.04		1.65	46
Sign-Opt (GradCAM) 2026.04		1.71	46
Sign-Opt (SHAP) 2026.04		1.74	47
RamBoAttack (Naive) 2026.04		1.88	46
HSJA (Naive) 2026.04		2.05	51
RamBoAttack (Naive) 2026.04		2.05	54
HSJA (Naive) 2026.04		2.05	51
Sign-Opt (GradCAM) 2026.04		2.46	57
Sign-Opt (LIME) 2026.04		2.56	59
Sign-Opt (InvGrad) 2026.04		2.57	60
Sign-Opt (SHAP) 2026.04		2.57	59
Sign-Opt (Naive) 2026.04		5.32	86
Sign-Opt (Naive) 2026.04		5.57	75