Unsafe Diffusion: On the Generation of Unsafe Images and Hateful Memes From Text-To-Image Models. (arXiv:2305.13873v1 [cs.CV])

State-of-the-art Text-to-Image models like Stable Diffusion and DALLE$\cdot$2
are revolutionizing how people generate visual content. At the same time,
society has serious concerns about how adversaries can exploit such models to
generate unsafe images. In this work, we focus on demystifying the generation
of unsafe images and hateful memes from Text-to-Image models. We first
construct a typology of unsafe images consisting of five categories (sexually
explicit, violent, disturbing, hateful, and political). Then, we assess the
proportion of unsafe images generated …

adversaries art exploit focus images memes people serious society stable diffusion state text work