most citedInstructEdit: Improving Automatic Masks for Diffusion-based Image Editing With User Instructions

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cs.CR2026

When Safe Concepts Become Unsafe: Multi-Concept Compositional Vulnerabilities in Text-to-Image Models

Chaoshuo Zhang, Yibo Liang, Mengke Tian +7

Text-to-image (T2I) models are increasingly optimized for following user instructions faithfully. However, we find that this capability introduces a safety vulnerability we call Mu…