Mo'ath Shatnawi

Network Flow-Based IoT Botnet Behavior Detection and Explanation Using Multi-Agent LLM Reasoning

IoT botnets generate diverse network behaviors, including scanning, command-and-control communication, and distributed denial-of-service activity. Traditional machine learn-ing models can achieve high detection accuracy using engineered network-flow features, but they often provide limited behav-ioral explanation. This...