@inproceedings{kosireddy-lucas-2026-loss, title = "Loss Masking Under the Hood: Backdoor Concealment and Private Data Memorization in {LLM}s", author = "Kosireddy, Tagore Rao and Lucas, Evan", editor = "Habernal, Ivan and Ghanavati, Sepideh and Haghighi, Sara and Ramesh, Krithika and Igamberdiev, Timour and Wilson, Shomir", booktitle = "Proceedings of the Seventh Workshop on Privacy in Natural Language Processing", month = jul, year = "2026", address = "San Diego, California", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.privatenlp-main.5/", pages = "69--79", ISBN = "979-8-89176-397-5" }