Systematic literature review on Iot-Based Botnet attack

The adoption of the Internet of Things (IoT) technology is expanding exponentially because of its capability to provide a better service. This technology has been successfully implemented on various devices. The growth of IoT devices is massive at present. However, security is becoming a major chall...

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Main Authors: Ihsan Ali, Abdelmuttlib Ibrahim Abdalla Ahmed, Ahmad Almogren, Muhammad Ahsan Raza, Syed Attique Shah, Anwar Khan, Abdullah Gani
Format: Article
Language:English
English
Published: IEEE 2020
Online Access:https://eprints.ums.edu.my/id/eprint/27365/1/Systematic%20literature%20review%20on%20Iot-Based%20Botnet%20attack%20abstract.pdf
https://eprints.ums.edu.my/id/eprint/27365/2/Systematic%20literature%20review%20on%20Iot-Based%20Botnet%20attack%20full%20text.pdf
https://eprints.ums.edu.my/id/eprint/27365/
https://doi.org/10.1109/ACCESS.2020.3039985
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Institution: Universiti Malaysia Sabah
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spelling my.ums.eprints.273652021-06-23T02:30:14Z https://eprints.ums.edu.my/id/eprint/27365/ Systematic literature review on Iot-Based Botnet attack Ihsan Ali Abdelmuttlib Ibrahim Abdalla Ahmed Ahmad Almogren Muhammad Ahsan Raza Syed Attique Shah Anwar Khan Abdullah Gani The adoption of the Internet of Things (IoT) technology is expanding exponentially because of its capability to provide a better service. This technology has been successfully implemented on various devices. The growth of IoT devices is massive at present. However, security is becoming a major challenge with this growth. Attacks, such as IoT-based botnet attacks, are becoming frequent and have become popular amongst attackers.IoT has a resource constraint and heterogeneous environments, such as low computational power and memory. Hence, these constraints create problems in implementing a security solution in IoT devices. Therefore, various kind of attacks are possible due to this vulnerability, with IoT-based botnet attack being one of the most popular.In this study, we conducted a comprehensive systematic literature review on IoT-based botnet attacks. Existing state of the art in the area of study was presented and discussed in detail. A systematic methodology was adopted to ensure the coverage of all important studies. This methodology was detailed and repeatable. The review outlined the existing proposed contributions, datasets utilised, network forensic methods utilised and research focus of the primary selected studies. The demographic characteristics of primary studies were also outlined.The result of this review revealed that research in this domain is gaining momentum, particularly in the last 3 years (2018-2020). Nine key contributions were also identified, with Evaluation, System, and Model being the most conducted IEEE 2020 Article PeerReviewed text en https://eprints.ums.edu.my/id/eprint/27365/1/Systematic%20literature%20review%20on%20Iot-Based%20Botnet%20attack%20abstract.pdf text en https://eprints.ums.edu.my/id/eprint/27365/2/Systematic%20literature%20review%20on%20Iot-Based%20Botnet%20attack%20full%20text.pdf Ihsan Ali and Abdelmuttlib Ibrahim Abdalla Ahmed and Ahmad Almogren and Muhammad Ahsan Raza and Syed Attique Shah and Anwar Khan and Abdullah Gani (2020) Systematic literature review on Iot-Based Botnet attack. IEEE Access, 8. pp. 212220-212232. ISSN 2169-3536 https://doi.org/10.1109/ACCESS.2020.3039985
institution Universiti Malaysia Sabah
building UMS Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Sabah
content_source UMS Institutional Repository
url_provider http://eprints.ums.edu.my/
language English
English
description The adoption of the Internet of Things (IoT) technology is expanding exponentially because of its capability to provide a better service. This technology has been successfully implemented on various devices. The growth of IoT devices is massive at present. However, security is becoming a major challenge with this growth. Attacks, such as IoT-based botnet attacks, are becoming frequent and have become popular amongst attackers.IoT has a resource constraint and heterogeneous environments, such as low computational power and memory. Hence, these constraints create problems in implementing a security solution in IoT devices. Therefore, various kind of attacks are possible due to this vulnerability, with IoT-based botnet attack being one of the most popular.In this study, we conducted a comprehensive systematic literature review on IoT-based botnet attacks. Existing state of the art in the area of study was presented and discussed in detail. A systematic methodology was adopted to ensure the coverage of all important studies. This methodology was detailed and repeatable. The review outlined the existing proposed contributions, datasets utilised, network forensic methods utilised and research focus of the primary selected studies. The demographic characteristics of primary studies were also outlined.The result of this review revealed that research in this domain is gaining momentum, particularly in the last 3 years (2018-2020). Nine key contributions were also identified, with Evaluation, System, and Model being the most conducted
format Article
author Ihsan Ali
Abdelmuttlib Ibrahim Abdalla Ahmed
Ahmad Almogren
Muhammad Ahsan Raza
Syed Attique Shah
Anwar Khan
Abdullah Gani
spellingShingle Ihsan Ali
Abdelmuttlib Ibrahim Abdalla Ahmed
Ahmad Almogren
Muhammad Ahsan Raza
Syed Attique Shah
Anwar Khan
Abdullah Gani
Systematic literature review on Iot-Based Botnet attack
author_facet Ihsan Ali
Abdelmuttlib Ibrahim Abdalla Ahmed
Ahmad Almogren
Muhammad Ahsan Raza
Syed Attique Shah
Anwar Khan
Abdullah Gani
author_sort Ihsan Ali
title Systematic literature review on Iot-Based Botnet attack
title_short Systematic literature review on Iot-Based Botnet attack
title_full Systematic literature review on Iot-Based Botnet attack
title_fullStr Systematic literature review on Iot-Based Botnet attack
title_full_unstemmed Systematic literature review on Iot-Based Botnet attack
title_sort systematic literature review on iot-based botnet attack
publisher IEEE
publishDate 2020
url https://eprints.ums.edu.my/id/eprint/27365/1/Systematic%20literature%20review%20on%20Iot-Based%20Botnet%20attack%20abstract.pdf
https://eprints.ums.edu.my/id/eprint/27365/2/Systematic%20literature%20review%20on%20Iot-Based%20Botnet%20attack%20full%20text.pdf
https://eprints.ums.edu.my/id/eprint/27365/
https://doi.org/10.1109/ACCESS.2020.3039985
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