@inproceedings{ahrend-etal-2026-safer, title = "Safer Reasoning Traces: Measuring and Mitigating Chain-of-Thought Leakage in {LLM}s", author = "Ahrend, Patrick and Eder, Tobias and Yang, Xiyang and Pan, Zhiyi and Groh, Georg", 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.10/", pages = "140--164", ISBN = "979-8-89176-397-5" }