Abstract: Imbalanced data classification remains a fundamental challenge in machine learning, especially in multi-class scenarios where feature noise, class overlap, and small disjunct sub-concepts ...
Abstract: Network security faces escalating challenges from sophisticated cyber threats, necessitating advanced Intrusion Detection Systems (IDS) capable of both detecting attacks and classifying ...