@inproceedings{zhao-etal-2025-zero, title = "Zero-Shot Defense Against Toxic Images via Inherent Multimodal Alignment in {LVLM}s", author = "Zhao, Wei and Li, Zhe and Li, Yige and Sun, Jun", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/author-page-yu-wang-polytechnic/2025.findings-emnlp.767/", doi = "10.18653/v1/2025.findings-emnlp.767", pages = "14232--14246", ISBN = "979-8-89176-335-7" }