arXiv cs.CV
· Papers
Harm is not Universal: Community-Specific Toxicity Detection is Urgently Needed
arXiv:2607.24898v1 Announce Type: new Abstract: State-of-the-art toxicity detectors for text-to-image generation adopt a one-size-fits-all approach: a single universal model applying fixed safety guidelines to all users. Our empirical evidence shows that these detectors fail to shield marginalized communities: approxim