Data Availability Statement The experimental evaluation utilized publicly available benchmark datasets obtained from established open-access repositories. The InSDN Dataset contains normal and malicious SDN traffic for evaluating attack detection in software-defined networks. The CICIDS2017 Dataset provides diverse modern cyberattack scenarios and realistic network traffic patterns. The Kitsune Dataset supports anomaly detection under resource-constrained conditions.