Kamal Zuhairi, Zamli and Din, Fakhrud and Alhadawi, Hussam S. and Khalid, Shah and Alsolai, Hadeel and Nour, Mohamed K. and Al-Wesabi, Fahd N. and Assam, Muhammad (2023) Exploiting an Elitist Barnacles Mating Optimizer implementation for substitution box optimization. ICT Express, 9 (4). pp. 619-627. ISSN 2405-9595. (Published)
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Abstract
Barnacles Mating Optimizer (BMO) is a new metaheuristic algorithm that suffers from slow convergence and poor efficiency due to its limited capability in exploiting the search space and exploring new promising regions. Addressing these shortcomings, this paper introduces Elitist Barnacles Mating Optimizer (eBMO). Unlike BMO, eBMO exploits the elite exponential probability (Pelite) to decide whether to intensify search process via swap operator or to diversify search by randomly exploring new regions. Furthermore, eBMO uses Chebyshev map instead of random numbers to generate quality S-boxes. Experimental results of eBMO on the generation of 8 × 8 substitution-box are competitive against other existing works.
| Item Type: | Article |
|---|---|
| Additional Information: | Indexed by Scopus |
| Uncontrolled Keywords: | Barnacles Mating Optimizer; Cryptography; Substitution-box |
| Subjects: | Q Science > QA Mathematics > QA75 Electronic computers. Computer science Q Science > QA Mathematics > QA76 Computer software T Technology > T Technology (General) T Technology > TA Engineering (General). Civil engineering (General) |
| Faculty/Division: | Faculty of Computing |
| Depositing User: | Mr Muhamad Firdaus Janih@Jaini |
| Date Deposited: | 28 May 2024 08:08 |
| Last Modified: | 28 May 2024 08:08 |
| URI: | http://umpir.ump.edu.my/id/eprint/40931 |
| Download Statistic: | View Download Statistics |
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