@inproceedings{lee-etal-2026-skin, title = "Skin-Deep: A Geometric Diagnostic for Alignment Fragility in Large Language Model Representations", author = "Lee, Dongyub Jude and Lee, Jungseob and Lee, Seungyoon and Hong, Seongtae and Son, Suhyune and Eo, Sugyeong and Seo, Jaehyung and Lim, Heuiseok", editor = "Zhang, Yue and Xu, Ruifeng and Purwarianti, Ayu and Rong, Tong and Suzuki, Jun", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026", month = nov, year = "2026", address = "Hengqin, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-aacl.191/", pages = "3795--3808", ISBN = "979-8-89176-444-6" }