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Do not think pink elephant!
April 24, 2024, 4:47 a.m. | Kyomin Hwang, Suyoung Kim, JunHoo Lee, Nojun Kwak
cs.CL updates on arXiv.org arxiv.org
Abstract: Large Models (LMs) have heightened expectations for the potential of general AI as they are akin to human intelligence. This paper shows that recent large models such as Stable Diffusion and DALL-E3 also share the vulnerability of human intelligence, namely the "white bear phenomenon". We investigate the causes of the white bear phenomenon by analyzing their representation space. Based on this analysis, we propose a simple prompt-based attack method, which generates figures prohibited by the …
abstract arxiv cs.ai cs.cl dall diffusion general general ai human human intelligence intelligence large models lms paper pink shows stable diffusion think type vulnerability
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