XGB-RF: A Hybrid Machine Learning Approach for IoT Intrusion Detection

XGB-RF: A Hybrid Machine Learning Approach for IoT Intrusion Detection

In the past few years, Internet of Things (IoT) devices have evolved faster and the use of these devices is exceedingly increasing to make our daily activities easier than ever. However, numerous security flaws persist on IoT devices due to the fact that the majority of them lack the memory and comp...

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Bibliographic Details
Main Authors: Jabed Al Faysal, Sk Tahmid Mostafa, Jannatul Sultana Tamanna, Khondoker Mirazul Mumenin, Md. Mashrur Arifin, Md. Abdul Awal, Atanu Shome, Sheikh Shanawaz Mostafa
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Telecom
Subjects:
IoT security
botnet detection
random forest
XGB
feature selection
Mirai
Online Access:https://www.mdpi.com/2673-4001/3/1/3

Internet

https://www.mdpi.com/2673-4001/3/1/3

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