@inproceedings{liu-etal-2025-forewarned, title = "Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance {LLM} Safety Guardrail to Potential Attacks", author = "Liu, Sheng and Sheng, Qiang and Wang, Danding and Li, Yang and Yang, Guang and Cao, Juan", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/name-variant-enfa-fane/2025.findings-emnlp.266/", doi = "10.18653/v1/2025.findings-emnlp.266", pages = "4957--4974", ISBN = "979-8-89176-335-7" }