A Balanced Intrusion Detection System for Wireless Sensor Networks in a Big Data Environment Using CNN-SVM Model

A Balanced Intrusion Detection System for Wireless Sensor Networks in a Big Data Environment Using CNN-SVM Model

Wireless Sensor Networks (WSNs) were exposed to several distinct safety issues and attacks regarding gathering and sending data. In this scenario, one of the most prevalent WSN assaults that may target any tier of the protocol stack is the Denial of Service (DoS) attack. The current research suggest...

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Bibliographic Details
Main Authors: Kuraganty Phani Rama Krishna, Ramakrishna Thirumuru
Format: Article
Language:English
Published: Russian Academy of Sciences, St. Petersburg Federal Research Center 2023-11-01
Series:Информатика и автоматизация
Subjects:
wsn
dos attacks
artificial intelligence
deep learning
convolutional neural networks (cnn)
support vector machine (svm)
Online Access:http://ia.spcras.ru/index.php/sp/article/view/15843

Internet

http://ia.spcras.ru/index.php/sp/article/view/15843

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