@inproceedings{kilic-etal-2026-fine, title = "Fine-Tuning Small Language Models for Cybersecurity: Data Ordering, Knowledge Distillation, and the Educator Effect", author = "Kilic, Ozkan and Soundaramourty, Raja and Chenchaiah, Ramu", editor = "Mitkov, Ruslan and Mu{\~n}oz, Rafael and Lloret, Elena and Ranasinghe, Tharindu and Estevanell-Valladares, Ernesto L. and Lamsiyah, Salima and Montoyo, Andr{\'e}s and Ezzini, Saad", booktitle = "Proceedings of the Second International Conference on Natural Language Processing and Artificial Intelligence for Cyber Security", month = jun, year = "2026", address = "Alicante, Spain", publisher = "Department of Languages and Information Systems, University of Alicante", url = "https://aclanthology.org/2026.nlpaics-1.6/", pages = "55--63" }