@article{oneleakawayhowpretrainedmodelexposureamp,
  title = {One Leak Away: How Pretrained Model Exposure Amplifies Jailbreak Risks in Finetuned LLMs},
  author = {Yixin Tan and Zhe Yu and Jun Sakuma},
  year = {2025},
  eprint = {2512.14751},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.14751},
}