@article{effectiveandefficientadversarialdetectio, title = {Effective and Efficient Adversarial Detection for Vision-Language Models via A Single Vector}, author = {Youcheng Huang and Fengbin Zhu and Jingkun Tang and Pan Zhou and Wenqiang Lei and Jiancheng Lv and Tat-Seng Chua}, year = {2024}, eprint = {2410.22888}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2410.22888v1}, }