Development of a Real-Time Flow-based Intrusion Detection and Security Management System using a Two-Stage Ensemble Model
The increasing complexity of modern network environments has heightened the need for practical and scalable intrusion detection solutions. This study presents the development of a real-time, flow-based Intrusion Detection and Security Management System (IDSMS) that integrates live traffic monitoring, machine learning-b...