@article{safetyatoneshotpatchingfinetunedllmswith,
  title = {Safety at One Shot: Patching Fine-Tuned LLMs with A Single Instance},
  author = {Jiawen Zhang and Lipeng He and Kejia Chen and Jian Lou and Jian Liu and Xiaohu Yang and Ruoxi Jia},
  year = {2026},
  eprint = {2601.01887},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.01887},
}