Can You Walk Me Through It? Explainable SMS Phishing Detection using LLM-based Agents

Yizhu Wang, Haoyu Zhai, Chenkai Wang, and Qingying Hao, University of Illinois Urbana-Champaign; Nick A. Cohen, Roopa Foulger, and Jonathan A. Handler, OSF Healthcare; Gang Wang, University of Illinois Urbana-Champaign