@inproceedings{asante-etal-2026-decomposed, title = "Decomposed Trust: Privacy, Adversarial Robustness, Ethics, and Fairness in Low-Rank {LLM}s", author = "Asante, Daniel Agyei and Chowdhury, Md Mokarram and Li, Yang", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.93/", pages = "1933--1952", ISBN = "979-8-89176-395-1" }