@article{theillusionofhighutilityinsafetyalignmen, title = {The Illusion of High Utility in Safety Alignment of Text-to-Image Diffusion Models}, author = {Adeel Yousaf and Soumik Ghosh and James Beetham and Amrit Singh Bedi and Mubarak Shah}, year = {2026}, eprint = {2607.00402}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.00402}, }