Enhancing DDoS attack detection in IoT using PCA

Enhancing DDoS attack detection in IoT using PCA

Internet of Things (IoT) security and reliability rely on the capacity to identify distributed denial-of-service (DDoS) assaults in IoT networks. This research presents a comprehensive study on DDoS attack detection using the NSL-KDD dataset. The dataset contains a diverse set of network traffic dat...

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Bibliographic Details
Main Authors: Sanjit Kumar Dash, Sweta Dash, Satyajit Mahapatra, Sachi Nandan Mohanty, M. Ijaz Khan, Mohamed Medani, Sherzod Abdullaev, Manish Gupta
Format: Article
Language:English
Published: Elsevier 2024-03-01
Series:Egyptian Informatics Journal
Subjects:
DDoS attack
Feature Selection
Principal component analysis
Random forest
KNN
Naïve Bayes
Online Access:http://www.sciencedirect.com/science/article/pii/S1110866524000136

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http://www.sciencedirect.com/science/article/pii/S1110866524000136

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