Enhancing Adversarial Robustness of Vision-Language Models through Low-Rank Adaptation.

@inproceedings{ji-2025-enhancing, author = {Yuheng Ji and Yue Liu and Zhicheng Zhang and Zhao Zhang and Yuting Zhao and Xiaoshuai Hao and Gang Zhou and Xingwei Zhang and Xiaolong Zheng}, editor = {Zhongfei Zhang and Elisa Ricci and Yan Yan and Liqiang Nie and Vincent Oria and Lamberto Ballan}, title = {{Enhancing Adversarial Robustness of Vision-Language Models through Low-Rank Adaptation}}, booktitle = {{Proceedings of the 2025 International Conference on Multimedia Retrieval, ICMR 2025, Chicago, IL, USA, 30 June 2025 - 3 July 2025}}, pages = {550--559}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3731715.3733324}, doi = {https://doi.org/10.1145/3731715.3733324} }