Metaparameter optimized hybrid deep learning model for next generation cybersecurity in software defined networking environment

Metaparameter optimized hybrid deep learning model for next generation cybersecurity in software defined networking environment

Abstract The Software Defined Networking (SDN) method has evolved to project future systems and collect novel application needs for several years. SDN delivers sources for enhancing management and system control by splitting data and control plane, and the control logic is federal in a controller. C...

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Bibliographic Details
Main Authors: C. Labesh Kumar, Suresh Betam, Denis Pustokhin, E. Laxmi Lydia, Kanchan Bala, Rajanikanth Aluvalu, Bhawani Sankar Panigrahi
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Software-Defined networking
Cybersecurity
Deep learning
Binary Narwhal optimizer
Distributed denial of service
Online Access:https://doi.org/10.1038/s41598-025-96153-w
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