Generalized ML for DDoS Detection 📈

{"description": "This presentation explores the integration of machine learning (ML) models into the detection and mitigation of Distributed Denial of Service (DDoS) attacks, emphasizing its significance in present-day sectors. It identifies current challenges in ML, such as overfitting and generalisation issues, and proposes a new methodology utilizing datasets like CSE-CIC and CICIDS. A novel three-stage HFS pipeline and improved classifier training methods are detailed. The presentation...