Network intrusion detection using feature fusion with deep learning

Abiodun Ayantayo; Amrit Kaur; Anit Kour; Xavier Schmoor; Fayyaz Shah; Ian Vickers; Paul Kearney; Mohammed M. Abdelsamea

doi:10.1186/s40537-023-00834-0

Network intrusion detection using feature fusion with deep learning

Abiodun Ayantayo
, Amrit Kaur
, Anit Kour
, Xavier Schmoor
, Fayyaz Shah
, Ian Vickers
, Paul Kearney
, Mohammed M. Abdelsamea^*

^*Corresponding author for this work

Birmingham City University
METCLOUD LTD
Assiut University
University of Exeter

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

75 Citations (SciVal)

Original language	English
Article number	167
Journal	Journal of Big Data
Volume	10
Issue number	1
DOIs	https://doi.org/10.1186/s40537-023-00834-0
Publication status	Published (VoR) - Dec 2023

Funding

This work was supported by funding from Innovate UK under the Knowledge Transfer Partnership 12328.

Funders	Funder number
Innovate UK	12328

Keywords

Deep learning
Feature fusion
Fully-connected networks
Network intrusion detection

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10.1186/s40537-023-00834-0

Cite this

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title = "Network intrusion detection using feature fusion with deep learning",

keywords = "Deep learning, Feature fusion, Fully-connected networks, Network intrusion detection",

author = "Abiodun Ayantayo and Amrit Kaur and Anit Kour and Xavier Schmoor and Fayyaz Shah and Ian Vickers and Paul Kearney and Abdelsamea, \{Mohammed M.\}",

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year = "2023",

month = dec,

doi = "10.1186/s40537-023-00834-0",

language = "English",

volume = "10",

journal = "Journal of Big Data",

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T1 - Network intrusion detection using feature fusion with deep learning

AU - Ayantayo, Abiodun

AU - Kaur, Amrit

AU - Kour, Anit

AU - Schmoor, Xavier

AU - Shah, Fayyaz

AU - Vickers, Ian

AU - Kearney, Paul

AU - Abdelsamea, Mohammed M.

PY - 2023/12

Y1 - 2023/12

KW - Deep learning

KW - Feature fusion

KW - Fully-connected networks

KW - Network intrusion detection

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UR - https://www.scopus.com/pages/publications/85176152101#tab=citedBy

U2 - 10.1186/s40537-023-00834-0

DO - 10.1186/s40537-023-00834-0

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VL - 10

JO - Journal of Big Data

JF - Journal of Big Data

IS - 1

M1 - 167

ER -

Network intrusion detection using feature fusion with deep learning

Funding

Keywords

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