@inproceedings{nakka-etal-2025-litelmguard, title = "{L}ite{LMG}uard: Seamless and Lightweight On-Device Guardrails for Small Language Models against Quantization Vulnerabilities", author = "Nakka, Kalyan and Dani, Jimmy and Mondal, Ausmit and Saxena, Nitesh", editor = "Inui, Kentaro and Sakti, Sakriani and Wang, Haofen and Wong, Derek F. and Bhattacharyya, Pushpak and Banerjee, Biplab and Ekbal, Asif and Chakraborty, Tanmoy and Singh, Dhirendra Pratap", booktitle = "Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics", month = dec, year = "2025", address = "Mumbai, India", publisher = "The Asian Federation of Natural Language Processing and The Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-ijcnlp-aacl/2025.findings-ijcnlp.12/", pages = "206--223", ISBN = "979-8-89176-303-6" }