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.
How to backdoor diffusion models? In 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pages 4015–4024, 2023
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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.