Benchmarking Gaslighting Negation Attacks Against Multimodal Large Language Models.

@inproceedings{zhu-2026-benchmarking, author = {Bin Zhu and Yinxuan Gui and Huiyan Qi and Jingjing Chen and Chong-Wah Ngo and Ee-Peng Lim}, editor = {Stevan Rudinac and Zi Huang and Marcel Worring and Lucia Vadicamo and Xirong Li and Pascal Mettes and Lizi Liao}, title = {{Benchmarking Gaslighting Negation Attacks Against Multimodal Large Language Models}}, booktitle = {{Proceedings of the 2026 International Conference on Multimedia Retrieval, ICMR 2026, Amsterdam, The Netherlands, June 16-19, 2026}}, pages = {2041--2049}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805622.3810624}, doi = {https://doi.org/10.1145/3805622.3810624} }