Uchechukwu Nwankwo

Explainable Sequence-Aware Deep Learning Framework for Potential Zero-Day Attack Detection and Cross-Domain Generalization in Enterprise Network Intrusion Detection

Zero-day attacks remain a significant challenge in enterprise network security because their previously unseen characteristics can reduce the effectiveness of conventional signature-based intrusion detection systems. Although machine learning and deep learning have improved intrusion detection, many existing approaches...