Generative Active Adaptation for Drifting and Imbalanced Network Intrusion Detection

Ragini Gupta, Shinan Liu, Ruixiao Zhang +7

Machine learning has shown promise in network intrusion detection systems, yet its performance often degrades due to concept drift and imbalanced data. These challenges are compoun…