作者位次 #3/7ACL 2026Poster· Natural Language Processing
Defenses Against Prompt Attacks Learn Surface Heuristics
Li Li · Chenxiao Yu · Zhiyu Ni · Hao Li · Charith Peris · Chaowei Xiao · Yue Zhao
摘要
Large language models (LLMs) are increasingly deployed in security-sensitive applications, where they must follow system- or developer-specified instructions that define the intended task behavior, while completing benign user requests. When adversarial instructions appear in user queries or exte...