Antelope finds short, inconspicuous suffix tokens by aligning prompt embeddings with reference image embeddings, achieving higher ASR than prior jailbreak attacks on Stable Diffusion and several defenses.
BERT: Pre-training of deep bidirectional trans- formers for language understanding
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Antelope: Potent and Concealed Jailbreak Attack Strategy
Antelope finds short, inconspicuous suffix tokens by aligning prompt embeddings with reference image embeddings, achieving higher ASR than prior jailbreak attacks on Stable Diffusion and several defenses.