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Adversarial Attack on Harmful Prompts

70.3ASRAutoDAN
69.16876.80984.4592.091Oct 4, 2025

Evaluation results

MethodLinks
AutoDANTarget Model=Zephyr-7b-r2d2, N=82025.1070.3
REFDIVTarget Model=Zephyr-7b-r2d2, N=82025.1081.9
AutoDANTarget Model=Llama3.1-70B, N=82025.1085.8
AutoDANTarget Model=Phi-4-mini, N=82025.1092.8
REFDIVTarget Model=Llama3.1-70B, N=82025.1094.3
REFDIVTarget Model=Phi-4-mini, N=82025.1095.7
AutoDANTarget Model=Vicuna-1.5-7b, N=82025.1098.2
REFDIVTarget Model=Vicuna-1.5-7b, N=82025.1098.6