@inproceedings{cao-etal-2026-breaking, title = "Breaking the ``Provable Security'': Detecting Finite-Precision Artifacts in {LLM}-based Steganography via Low-Probability Vanishing", author = "Cao, Wenzhao and Wang, Yaofei and Hu, Donghui", 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://aclanthology.org/2026.findings-acl.1013/", doi = "10.18653/v1/2026.findings-acl.1013", pages = "20262--20274", ISBN = "979-8-89176-395-1" }