@inproceedings{guan-etal-2026-active,
    title = "Active Adaptation, Not Static Defense: Temporal Dynamics of Preventative Steering in Adversarial Fine-Tuning",
    author = "Guan, Jing  and
      Yang, Yachao  and
      Liu, Zhaoliang  and
      Zhang, Yuyao  and
      Meng, Fanyu  and
      Feng, Junlan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1991/",
    pages = "42426--42440",
    ISBN = "979-8-89176-462-0"
}