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BSPA: Exploring Black-box Stealthy Prompt Attacks against Image Generators
Feb. 26, 2024, 5:11 a.m. | Yu Tian, Xiao Yang, Yinpeng Dong, Heming Yang, Hang Su, Jun Zhu
cs.CR updates on arXiv.org arxiv.org
Abstract: Extremely large image generators offer significant transformative potential across diverse sectors. It allows users to design specific prompts to generate realistic images through some black-box APIs. However, some studies reveal that image generators are notably susceptible to attacks and generate Not Suitable For Work (NSFW) contents by manually designed toxin texts, especially imperceptible to human observers. We urgently need a multitude of universal and transferable prompts to improve the safety of image generators, especially black-box-released …
apis arxiv attacks box cs.cl cs.cr cs.cv design image images large nsfw offer prompt prompts reveal sectors studies suitable work
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