@inproceedings{huang-etal-2025-capabilities, title = "From Capabilities to Performance: Evaluating Key Functional Properties of {LLM} Architectures in Penetration Testing", author = "Huang, Lanxiao and Dave, Daksh and Cody, Tyler and Beling, Peter A. and Jin, Ming", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.802/", pages = "15890--15916", ISBN = "979-8-89176-332-6" }