A Multi-Class Intrusion Detection System for DDoS Attacks in IoT Networks Using Deep Learning and Transformers

A Multi-Class Intrusion Detection System for DDoS Attacks in IoT Networks Using Deep Learning and Transformers

The rapid proliferation of Internet of Things (IoT) devices has significantly increased vulnerability to Distributed Denial of Service (DDoS) attacks, which can severely disrupt network operations. DDoS attacks in IoT networks disrupt communication and compromise service availability, causing severe...

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Bibliographic Details
Main Authors: Sheikh Abdul Wahab, Saira Sultana, Noshina Tariq, Maleeha Mujahid, Javed Ali Khan, Alexios Mylonas
Format: Article
Language:English
Published: MDPI AG 2025-08-01
Series:Sensors
Subjects:
Internet of Things security
Distributed Denial of Service
Intrusion Detection System
Deep Learning
Convolutional Neural Network
Transformer
Online Access:https://www.mdpi.com/1424-8220/25/15/4845
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https://www.mdpi.com/1424-8220/25/15/4845

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