Samia Tasnim

CriticIDS: LLM-Augmented Intrusion Detection with AutoML and Explainability for IoT Networks

The rapid growth of Internet of Things (IoT) deployments has intensified the need for accurate and deployable network intrusion detection systems. Although machine learning based IDS models achieve high benchmark accuracy, most prioritize predictive performance without providing transparency or analyst-oriented validat...