Development of an Intelligent DDoS Detection and Mitigation System using Router Log and Flow-based Traffic Analysis with Ensemble Machine Learning
The increasing frequency and advance of Distributed Denial of Service (DDoS) attacks have rendered traditional signature-based detection methods insufficient for protecting modern network infrastructures. This study presents the development of an intelligent DDoS detection and mitigation system that synergizes router l...