@inproceedings{yang-etal-2025-fraud, title = "Fraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of {LLM} Against Augmented Fraud and Phishing Inducements", author = "Yang, Shu and Zhu, Shenzhe and Wu, Zeyu and Wang, Keyu and Yao, Junchi and Wu, Junchao and Hu, Lijie and Li, Mengdi and Wong, Derek F. and Wang, Di", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Findings of the Association for Computational Linguistics: ACL 2025", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingestion-acl-25/2025.findings-acl.226/", pages = "4374--4420", ISBN = "979-8-89176-256-5" }