Detection of black hole attacks in mobile ad hoc networks via HSA-CBDS method

Detection of black hole attacks in mobile ad hoc networks via HSA-CBDS method

Security is a critical problem in implementing mobile ad hoc networks (MANETs) because of their vulnerability to routing attacks. Although providing authentication to packets at each stage can reduce the risk, routing attacks may still occur due to the delay in time of reporting and analyzing the pa...

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Main Authors: Fahad, Ahmed Mohammed, Ahmed, Abdulghani Ali, Alghushami, Abdullah H., Alani, Sammer
Format: Book Section
Language:English
Published: Springer Nature Switzerland 2019
Subjects:
QA76 Computer software
Online Access:http://umpir.ump.edu.my/id/eprint/24827/
http://umpir.ump.edu.my/id/eprint/24827/
http://umpir.ump.edu.my/id/eprint/24827/
http://umpir.ump.edu.my/id/eprint/24827/12/Detection%20of%20Black%20Hole%20Attacks%20in%20Mobile%20Ad%20Hoc%20Networks%20ebook%20ecollib1.pdf
id ump-24827
recordtype eprints
spelling ump-248272019-10-16T07:45:43Z http://umpir.ump.edu.my/id/eprint/24827/ Detection of black hole attacks in mobile ad hoc networks via HSA-CBDS method Fahad, Ahmed Mohammed Ahmed, Abdulghani Ali Alghushami, Abdullah H. Alani, Sammer QA76 Computer software Security is a critical problem in implementing mobile ad hoc networks (MANETs) because of their vulnerability to routing attacks. Although providing authentication to packets at each stage can reduce the risk, routing attacks may still occur due to the delay in time of reporting and analyzing the packets. Therefore, this authentication process must be further investigated to develop efficient security techniques. This paper proposes a solution for detecting black hole attacks on MANET by using harmony search algorithm (DBHSA), which uses harmony search algorithm (HSA) to mitigate the lateness problem caused by cooperative bait detection scheme (CBDS). Data are simulated and analyzed using MATLAB. The simulation results of HSA, DSR, and CBDS-DSR are provided. This study also evaluates the manner through which HSA can reduce the inherent delay of CBDS. The proposed approach detects and prevents malicious nodes, such as black hole attacks that are launched in MANETs. The results further confirm that the HSA performs better than CBDS and DSR. Springer Nature Switzerland 2019 Book Section PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/24827/12/Detection%20of%20Black%20Hole%20Attacks%20in%20Mobile%20Ad%20Hoc%20Networks%20ebook%20ecollib1.pdf Fahad, Ahmed Mohammed and Ahmed, Abdulghani Ali and Alghushami, Abdullah H. and Alani, Sammer (2019) Detection of black hole attacks in mobile ad hoc networks via HSA-CBDS method. In: Intelligent Computing & Optimization. Advances in Intelligent Systems and Computing, 866 . Springer Nature Switzerland, Berlin, Germany, pp. 46-55. ISBN 978-3-030-00979-3 https://doi.org/10.1007/978-3-030-00979-3_5 https://doi.org/10.1007/978-3-030-00979-3_5
repository_type Digital Repository
institution_category Local University
institution Universiti Malaysia Pahang
building UMP Institutional Repository
collection Online Access
language English
topic QA76 Computer software
spellingShingle QA76 Computer software
Fahad, Ahmed Mohammed
Ahmed, Abdulghani Ali
Alghushami, Abdullah H.
Alani, Sammer
Detection of black hole attacks in mobile ad hoc networks via HSA-CBDS method
description Security is a critical problem in implementing mobile ad hoc networks (MANETs) because of their vulnerability to routing attacks. Although providing authentication to packets at each stage can reduce the risk, routing attacks may still occur due to the delay in time of reporting and analyzing the packets. Therefore, this authentication process must be further investigated to develop efficient security techniques. This paper proposes a solution for detecting black hole attacks on MANET by using harmony search algorithm (DBHSA), which uses harmony search algorithm (HSA) to mitigate the lateness problem caused by cooperative bait detection scheme (CBDS). Data are simulated and analyzed using MATLAB. The simulation results of HSA, DSR, and CBDS-DSR are provided. This study also evaluates the manner through which HSA can reduce the inherent delay of CBDS. The proposed approach detects and prevents malicious nodes, such as black hole attacks that are launched in MANETs. The results further confirm that the HSA performs better than CBDS and DSR.
format Book Section
author Fahad, Ahmed Mohammed
Ahmed, Abdulghani Ali
Alghushami, Abdullah H.
Alani, Sammer
author_facet Fahad, Ahmed Mohammed
Ahmed, Abdulghani Ali
Alghushami, Abdullah H.
Alani, Sammer
author_sort Fahad, Ahmed Mohammed
title Detection of black hole attacks in mobile ad hoc networks via HSA-CBDS method
title_short Detection of black hole attacks in mobile ad hoc networks via HSA-CBDS method
title_full Detection of black hole attacks in mobile ad hoc networks via HSA-CBDS method
title_fullStr Detection of black hole attacks in mobile ad hoc networks via HSA-CBDS method
title_full_unstemmed Detection of black hole attacks in mobile ad hoc networks via HSA-CBDS method
title_sort detection of black hole attacks in mobile ad hoc networks via hsa-cbds method
publisher Springer Nature Switzerland
publishDate 2019
url http://umpir.ump.edu.my/id/eprint/24827/
http://umpir.ump.edu.my/id/eprint/24827/
http://umpir.ump.edu.my/id/eprint/24827/
http://umpir.ump.edu.my/id/eprint/24827/12/Detection%20of%20Black%20Hole%20Attacks%20in%20Mobile%20Ad%20Hoc%20Networks%20ebook%20ecollib1.pdf
first_indexed 2023-09-18T22:37:49Z
last_indexed 2023-09-18T22:37:49Z
_version_ 1777416713378201600

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