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A trust aware secure ant colony optimization based routing algorithm for Internet of Things

With the rapid spread of Internet of Things (IoT) systems enhancing the development of IoT applications, the issue of designing a secure routing algorithm for IoT, including reasonable trust management, has attracted more and more research attention. The unique characteristics of IoT networks make t...

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Main Authors: Sharmin, Afsah, Anwar, Farhat, Motakabber, S. M. A., Hassan Abdalla Hashim, Aisha
Format: Proceeding Paper
Language:English
English
Published: IEEE 2023
Subjects:
T10.5 Communication of technical information
Online Access:http://irep.iium.edu.my/106941/1/106941_A%20trust%20aware%20secure%20ant%20colony.pdf
http://irep.iium.edu.my/106941/7/106941_A%20Trust%20Aware%20Secure%20Ant%20Colony%20Optimization%20Based%20Routing%20Algorithm%20for%20Internet%20of%20Things_SCOPUS.pdf
http://irep.iium.edu.my/106941/
https://ieeexplore.ieee.org/document/10246057
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spelling my.iium.irep.1069412024-02-01T08:00:51Z http://irep.iium.edu.my/106941/ A trust aware secure ant colony optimization based routing algorithm for Internet of Things Sharmin, Afsah Anwar, Farhat Motakabber, S. M. A. Hassan Abdalla Hashim, Aisha T10.5 Communication of technical information With the rapid spread of Internet of Things (IoT) systems enhancing the development of IoT applications, the issue of designing a secure routing algorithm for IoT, including reasonable trust management, has attracted more and more research attention. The unique characteristics of IoT networks make them vulnerable to attacks due to the resource constrained nature of IoT and the complex distribution of the network. Moreover, the sensors deployed in these kinds of networks are also energy-constrained. It is a challenging task to implement security in IoT networks when the design consideration comprises light weighted security mechanisms and routing protocols due to the insight that security is pricy regarding memory, computational power, and CPU cycles. The adoption of bio-inspired approaches contributes to discovering the optimal path for IoT routing by modeling the cognitive behavior of insect colonies to attain security cost-effectively. For wireless sensor network (WSN) integrated dynamic IoT networks, this paper presents a trust-aware secure Ant colony optimization (ACO)-based routing algorithm to provide security while searching for an energy-efficient optimal routing path. Implemented in MATLAB, the assessment results of the proposed routing algorithm are benchmarked to demonstrate that it has minimized the average energy consumption by nearly 50% even as the number of nodes has increased compared to the existing standard and secure routing protocols. IEEE 2023-09-15 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/106941/1/106941_A%20trust%20aware%20secure%20ant%20colony.pdf application/pdf en http://irep.iium.edu.my/106941/7/106941_A%20Trust%20Aware%20Secure%20Ant%20Colony%20Optimization%20Based%20Routing%20Algorithm%20for%20Internet%20of%20Things_SCOPUS.pdf Sharmin, Afsah and Anwar, Farhat and Motakabber, S. M. A. and Hassan Abdalla Hashim, Aisha (2023) A trust aware secure ant colony optimization based routing algorithm for Internet of Things. In: 2023 9th International Conference on Computer and Communication Engineering (ICCCE), Kuala Lumpur, Malaysia. https://ieeexplore.ieee.org/document/10246057 10.1109/ICCCE58854.2023.10246057
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
topic T10.5 Communication of technical information
spellingShingle T10.5 Communication of technical information
Sharmin, Afsah
Anwar, Farhat
Motakabber, S. M. A.
Hassan Abdalla Hashim, Aisha
A trust aware secure ant colony optimization based routing algorithm for Internet of Things
description With the rapid spread of Internet of Things (IoT) systems enhancing the development of IoT applications, the issue of designing a secure routing algorithm for IoT, including reasonable trust management, has attracted more and more research attention. The unique characteristics of IoT networks make them vulnerable to attacks due to the resource constrained nature of IoT and the complex distribution of the network. Moreover, the sensors deployed in these kinds of networks are also energy-constrained. It is a challenging task to implement security in IoT networks when the design consideration comprises light weighted security mechanisms and routing protocols due to the insight that security is pricy regarding memory, computational power, and CPU cycles. The adoption of bio-inspired approaches contributes to discovering the optimal path for IoT routing by modeling the cognitive behavior of insect colonies to attain security cost-effectively. For wireless sensor network (WSN) integrated dynamic IoT networks, this paper presents a trust-aware secure Ant colony optimization (ACO)-based routing algorithm to provide security while searching for an energy-efficient optimal routing path. Implemented in MATLAB, the assessment results of the proposed routing algorithm are benchmarked to demonstrate that it has minimized the average energy consumption by nearly 50% even as the number of nodes has increased compared to the existing standard and secure routing protocols.
format Proceeding Paper
author Sharmin, Afsah
Anwar, Farhat
Motakabber, S. M. A.
Hassan Abdalla Hashim, Aisha
author_facet Sharmin, Afsah
Anwar, Farhat
Motakabber, S. M. A.
Hassan Abdalla Hashim, Aisha
author_sort Sharmin, Afsah
title A trust aware secure ant colony optimization based routing algorithm for Internet of Things
title_short A trust aware secure ant colony optimization based routing algorithm for Internet of Things
title_full A trust aware secure ant colony optimization based routing algorithm for Internet of Things
title_fullStr A trust aware secure ant colony optimization based routing algorithm for Internet of Things
title_full_unstemmed A trust aware secure ant colony optimization based routing algorithm for Internet of Things
title_sort trust aware secure ant colony optimization based routing algorithm for internet of things
publisher IEEE
publishDate 2023
url http://irep.iium.edu.my/106941/1/106941_A%20trust%20aware%20secure%20ant%20colony.pdf
http://irep.iium.edu.my/106941/7/106941_A%20Trust%20Aware%20Secure%20Ant%20Colony%20Optimization%20Based%20Routing%20Algorithm%20for%20Internet%20of%20Things_SCOPUS.pdf
http://irep.iium.edu.my/106941/
https://ieeexplore.ieee.org/document/10246057
_version_ 1789940146744852480
score 13.211869

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