LT-FS-ID: Log-Transformed Feature Learning and Feature-Scaling-Based Machine Learning Algorithms to Predict the <i>k</i>-Barriers for Intrusion Detection Using Wireless Sensor Network

LT-FS-ID: Log-Transformed Feature Learning and Feature-Scaling-Based Machine Learning Algorithms to Predict the <i>k</i>-Barriers for Intrusion Detection Using Wireless Sensor Network

The dramatic increase in the computational facilities integrated with the explainable machine learning algorithms allows us to do fast intrusion detection and prevention at border areas using Wireless Sensor Networks (WSNs). This study proposed a novel approach to accurately predict the number of ba...

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Bibliographic Details
Main Authors: Abhilash Singh, J. Amutha, Jaiprakash Nagar, Sandeep Sharma, Cheng-Chi Lee
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Sensors
Subjects:
WSNs
intrusion detection
machine learning
feature learning
support vector regression
Online Access:https://www.mdpi.com/1424-8220/22/3/1070

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