MultiPhishGuard: An Explainable and Adaptive Multi-Agent LLM System for Phishing Email Detection 事件

MultiPhishGuard: An Explainable and Adaptive Multi-Agent LLM System for Phishing Email Detection arXiv:2505.23803v2 Announce Type: replace-cross Abstract: Phishing email detection faces significant challenges due to evolving adversarial tactics and heterogeneous attack patterns. Traditional approaches, such as rule-based filters and denylists, often struggle to keep pace, leading to missed detections and security risks. While machine learning methods have improved detection performance, they re