Intrusion Detection System Framework for SDN-Based IoT Networks Using Deep Learning Approaches With XAI-Based Feature Selection Techniques and Domain-Constrained Features

The proliferation of Internet of Things (IoT) applications impact many aspects of life, including smart homes, smart offices, and smart cities, among others. However, it poses significant cybersecurity threats. Intrusion detection systems (IDSs) utilize artificial intelligence, especially deep learn...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Manlaibaatar Tserenkhuu, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Internet of Things software defined network deep learning intrusion detection system explainable AI feature reduction
Online Access:	https://ieeexplore.ieee.org/document/11112594/