@misc{arxiv_2610_41307v1,
  title = {Erase the Injected Region: Multimodal Prompt-Injection Defense with On-Policy Self-Distillation},
  author = {{Shuo Hong} and {Jiaxin Ma} and {Xidi Cai} and {Qianli Ma}},
  eprint = {2610.41307v1},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.41307v1}
}