A New Intrusion Detection System for the Internet of Things via Deep Convolutional Neural Network and Feature Engineering

Safi Ullah; Jawad Jawad; Muazzam Khan; Eman Alkhammash; Myriam Hadjouni; Yazeed Yasin Ghadi; Faisal Saeed; Nikolaos Pitropakis

A New Intrusion Detection System for the Internet of Things via Deep Convolutional Neural Network and Feature Engineering

Safi Ullah
, Jawad Jawad
, Muazzam Khan
, Eman Alkhammash
, Myriam Hadjouni
, Yazeed Yasin Ghadi
, Faisal Saeed
, Nikolaos Pitropakis

Research output: Contribution to journal › Article › peer-review

83 Citations (SciVal)

Original language	English
Journal	Sensors (Switzerland)
Volume	22
Issue number	10
Publication status	Published (VoR) - 10 May 2022

Keywords

convolution neural network; cybersecurity; deep learning; Internet of Things; intrusion detection

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https://www.mdpi.com/1424-8220/22/10/3607

Cite this

@article{dae2186fb7614deb86156f629615ccd8,

title = "A New Intrusion Detection System for the Internet of Things via Deep Convolutional Neural Network and Feature Engineering",

keywords = "convolution neural network; cybersecurity; deep learning; Internet of Things; intrusion detection",

author = "Safi Ullah and Jawad Jawad and Muazzam Khan and Eman Alkhammash and Myriam Hadjouni and Ghadi, \{Yazeed Yasin\} and Faisal Saeed and Nikolaos Pitropakis",

year = "2022",

month = may,

day = "10",

language = "English",

volume = "22",

journal = "Sensors (Switzerland)",

issn = "1424-8220",

publisher = "MDPI",

number = "10",

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TY - JOUR

T1 - A New Intrusion Detection System for the Internet of Things via Deep Convolutional Neural Network and Feature Engineering

AU - Ullah, Safi

AU - Jawad, Jawad

AU - Khan, Muazzam

AU - Alkhammash, Eman

AU - Hadjouni, Myriam

AU - Ghadi, Yazeed Yasin

AU - Saeed, Faisal

AU - Pitropakis, Nikolaos

PY - 2022/5/10

Y1 - 2022/5/10

KW - convolution neural network; cybersecurity; deep learning; Internet of Things; intrusion detection

M3 - Article

SN - 1424-8220

VL - 22

JO - Sensors (Switzerland)

JF - Sensors (Switzerland)

IS - 10

ER -

A New Intrusion Detection System for the Internet of Things via Deep Convolutional Neural Network and Feature Engineering

Keywords

Access to Document

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Cite this