@inproceedings{cheng-etal-2025-gibberish, title = "Gibberish is All You Need for Membership Inference Detection in Contrastive Language-Audio Pretraining", author = "Cheng, Ruoxi and Ding, Yizhong and Cao, Shuirong and Wang, Zhiqiang and Shao, Shitong", editor = "Cao, Trista and Das, Anubrata and Kumarage, Tharindu and Wan, Yixin and Krishna, Satyapriya and Mehrabi, Ninareh and Dhamala, Jwala and Ramakrishna, Anil and Galystan, Aram and Kumar, Anoop and Gupta, Rahul and Chang, Kai-Wei", booktitle = "Proceedings of the 5th Workshop on Trustworthy NLP (TrustNLP 2025)", month = may, year = "2025", address = "Albuquerque, New Mexico", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/fix-sig-urls/2025.trustnlp-main.2/", pages = "13--22", ISBN = "979-8-89176-233-6" }