B. Kumar

An Interpretable Neural Network Approach for Improved Denial-of-Service Attack Classification in Cloud Environments

The proposed explainable framework effectively combines imbalance-aware learning, relation-aware feature modeling, spike-based classification, and causal explainability to deliver accurate, efficient, and interpretable DoS attack detection suitable for real-time cloud security applications.