@article{aegisamechanismguideddefenseagainstvisua, title = {AEGIS: A Mechanism-Guided Defense against Visual Synonym Jailbreaks in Text-to-Image Models}, author = {Yuanmin Huang and Zhenfei Zhang and Mi Zhang and Geng Hong and Qinqin He and Jialing Tao and Hui Xue and Min Yang}, year = {2026}, eprint = {2607.06120}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.06120}, }