Kaweesha Herath

NetShield: A User-Centric Deep Learning Framework for Real-Time Network Anomaly Detection and Resolution

Kaweesha Herath & Maheesha Dhashantha Silva · Asian Journal of Research in Computer Science · 2025

The growing dependence on digital networks has made network anomalies like performance degradation and critical security threats more disruptive. Crucially, existing detection systems are often too technical and lack practical guidance for average users. This study addresses that...