Abstract
This research article develops and assesses a thorough intrusion detection system (IDS) to investigate improvements in security inside Software-Defined Networking (SDN) environments. With an emphasis on packet-level analysis for the detection and mitigation of possible network intrusions, the study explores the integration of IDS features into SDN controllers. The suggested IDS is simulated and empirically assessed in a variety of network circumstances, such as traffic fluctuations, delay changes, and increased iperf scenarios, using a Mininet-based framework. The research advances our understanding of efficient intrusion detection techniques inside the SDN paradigm by providing insights into security issues and possible solutions for upcoming SDN deployments.
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