@article{jing2026,
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},
journal = {Findings of the Association for Computational Linguistics: EMNLP 2026},
year = {2026},
month = {Jan},
doi = {10.18653/2026.findings-emnlp.1991},
url = {https://doi.org/10.18653/2026.findings-emnlp.1991},
}
Guan, Jing et al. (2026). Active Adaptation, Not Static Defense: Temporal Dynamics of Preventative Steering in Adversarial Fine-Tuning. Findings of the Association for Computational Linguistics: EMNLP 2026. https://doi.org/10.18653/2026.findings-emnlp.1991
Guan, Jing, et al.. "Active Adaptation, Not Static Defense: Temporal Dynamics of Preventative Steering in Adversarial Fine-Tuning." Findings of the Association for Computational Linguistics: EMNLP 2026, 2026, https://doi.org/10.18653/2026.findings-emnlp.1991.
Guan, Jing, et al.. "Active Adaptation, Not Static Defense: Temporal Dynamics of Preventative Steering in Adversarial Fine-Tuning." Findings of the Association for Computational Linguistics: EMNLP 2026 (2026). https://doi.org/10.18653/2026.findings-emnlp.1991
Guan, Jing et al., 2026. Active Adaptation, Not Static Defense: Temporal Dynamics of Preventative Steering in Adversarial Fine-Tuning. Findings of the Association for Computational Linguistics: EMNLP 2026. Available at: <https://doi.org/10.18653/2026.findings-emnlp.1991>.
TY - JOUR
TI - Active Adaptation, Not Static Defense: Temporal Dynamics of Preventative Steering in Adversarial Fine-Tuning
AU - Guan, Jing
AU - Yang, Yachao
AU - Liu, Zhaoliang
AU - Zhang, Yuyao
AU - Meng, Fanyu
AU - Feng, Junlan
PY - 2026
JO - Findings of the Association for Computational Linguistics: EMNLP 2026
DO - 10.18653/2026.findings-emnlp.1991
UR - https://doi.org/10.18653/2026.findings-emnlp.1991
ER -