@inproceedings{roy-etal-2026-strongly, title = "``{I} Strongly Suspect This Website Is a Scam'': Benchmarking {PII} Leakage and Detection without Defense in Autonomous Web Agents", author = "Roy, Soham and Halder, Sarthakbrata and Bharaty, Arya and Bhaskar, Vaibhav and Sinha, Yash and Kumar, Dhruv and Panda, Srikant and Mandal, Murari", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.1739/", pages = "39664--39688", ISBN = "979-8-89176-459-0" }