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...
| Main Authors: | , , , |
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| Format: | Book Chapter |
| Language: | English |
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Springer Nature Switzerland
2019
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| Online Access: | 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 |
| _version_ | 1848822133688369152 |
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| 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 |
| building | UMP Institutional Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-15T02:36:24Z |
| format | Book Chapter |
| id | ump-24827 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T02:36:24Z |
| publishDate | 2019 |
| publisher | Springer Nature Switzerland |
| recordtype | eprints |
| repository_type | Digital Repository |
| 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 Chapter 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 |
| 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 |
| title | 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_short | 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 |
| topic | QA76 Computer software |
| 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 |