A Deep Learning-Based Approach for the Detection of Various Internet of Things Intrusion Attacks Through Optical Networks

A Deep Learning-Based Approach for the Detection of Various Internet of Things Intrusion Attacks Through Optical Networks

The widespread use of the Internet of Things (IoT) has led to significant breakthroughs in various fields but has also exposed critical vulnerabilities to evolving cybersecurity threats. Current Intrusion Detection Systems (IDSs) often fail to provide real-time detection, scalability, and interpreta...

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Bibliographic Details
Main Authors: Nouman Imtiaz, Abdul Wahid, Syed Zain Ul Abideen, Mian Muhammad Kamal, Nabila Sehito, Salahuddin Khan, Bal S. Virdee, Lida Kouhalvandi, Mohammad Alibakhshikenari
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Photonics
Subjects:
Internet of Things
intrusion detection systems
deep learning
explainable AI
spectrogram
network attacks
Online Access:https://www.mdpi.com/2304-6732/12/1/35
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