@article{localizationthenneutralizationgradientgu, title = {Localize and Neutralize: Gradient-guided Token Suppression against Visual Prompt Injection Attack}, author = {Dongpeng Zhang and Ke Ma and Yangbangyan Jiang and Gaozheng Pei and Longtao Huang and Qianqian Xu and Qingming Huang}, year = {2026}, eprint = {2605.25194}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.25194}, }