@article{whenlightingdeceivesexposingvision,
  title = {When Lighting Deceives: Exposing Vision-Language Models' Illumination Vulnerability Through Illumination Transformation Attack},
  author = {Hanqing Liu and Shouwei Ruan and Yao Huang and Shiji Zhao and Xingxing Wei},
  year = {2025},
  eprint = {2503.06903},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2503.06903v1},
}