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Sine-cosine optimization-based bijective substitution-boxes construction using enhanced dynamics of chaotic map

This paper proposes a novel method of constructing strong substitution-boxes (S-boxes) of order n (4 ≤ n ≤ 8) based on a recent optimization algorithm known as sine-cosine algorithm (SCA). The paper also proposes a new 1D chaotic map, which owns enhanced dynamics compared to conventional chaotic map...

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Main Authors: Alzaidi, Amer Awad, Ahmad, Musheer, Ahmed, Hussam S., Al Solami, Eesa
Format: Article
Language:English
Published: Hindawi Limited 2018
Subjects:
QA76 Computer software
Online Access:http://umpir.ump.edu.my/id/eprint/29369/1/Sine-cosine%20optimization-based%20bijective%20substitution-boxes%20construction.pdf
http://umpir.ump.edu.my/id/eprint/29369/
https://doi.org/10.1155/2018/9389065
https://doi.org/10.1155/2018/9389065
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spelling my.ump.umpir.293692022-11-07T09:48:04Z http://umpir.ump.edu.my/id/eprint/29369/ Sine-cosine optimization-based bijective substitution-boxes construction using enhanced dynamics of chaotic map Alzaidi, Amer Awad Ahmad, Musheer Ahmed, Hussam S. Al Solami, Eesa QA76 Computer software This paper proposes a novel method of constructing strong substitution-boxes (S-boxes) of order n (4 ≤ n ≤ 8) based on a recent optimization algorithm known as sine-cosine algorithm (SCA). The paper also proposes a new 1D chaotic map, which owns enhanced dynamics compared to conventional chaotic map, for generating initial population of S-boxes and facilitating the optimization mechanism of SCA. The proposed method applies the SCA with enhanced chaotic map to explore and exploit the search space for obtaining optimized S-boxes on the basis of maximization of nonlinearity as fitness function. The S-box construction involves three phases such as initialization of population, optimization, and adjustment. The simulation and performance analyses are done using standard measures of nonlinearity, strict avalanche criterion, bits independence criterion, differential uniformity, linear approximation probability, and autocorrelation function. The obtained experimental results are compared with some immediate optimization-based and other S-boxes to show the strength of proposed method for constructing bijective S-boxes of salient cryptographic features. Hindawi Limited 2018 Article PeerReviewed pdf en cc_by_4 http://umpir.ump.edu.my/id/eprint/29369/1/Sine-cosine%20optimization-based%20bijective%20substitution-boxes%20construction.pdf Alzaidi, Amer Awad and Ahmad, Musheer and Ahmed, Hussam S. and Al Solami, Eesa (2018) Sine-cosine optimization-based bijective substitution-boxes construction using enhanced dynamics of chaotic map. Complexity, 2018 (9389065). pp. 1-17. ISSN 1076-2787 https://doi.org/10.1155/2018/9389065 https://doi.org/10.1155/2018/9389065
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
topic QA76 Computer software
spellingShingle QA76 Computer software
Alzaidi, Amer Awad
Ahmad, Musheer
Ahmed, Hussam S.
Al Solami, Eesa
Sine-cosine optimization-based bijective substitution-boxes construction using enhanced dynamics of chaotic map
description This paper proposes a novel method of constructing strong substitution-boxes (S-boxes) of order n (4 ≤ n ≤ 8) based on a recent optimization algorithm known as sine-cosine algorithm (SCA). The paper also proposes a new 1D chaotic map, which owns enhanced dynamics compared to conventional chaotic map, for generating initial population of S-boxes and facilitating the optimization mechanism of SCA. The proposed method applies the SCA with enhanced chaotic map to explore and exploit the search space for obtaining optimized S-boxes on the basis of maximization of nonlinearity as fitness function. The S-box construction involves three phases such as initialization of population, optimization, and adjustment. The simulation and performance analyses are done using standard measures of nonlinearity, strict avalanche criterion, bits independence criterion, differential uniformity, linear approximation probability, and autocorrelation function. The obtained experimental results are compared with some immediate optimization-based and other S-boxes to show the strength of proposed method for constructing bijective S-boxes of salient cryptographic features.
format Article
author Alzaidi, Amer Awad
Ahmad, Musheer
Ahmed, Hussam S.
Al Solami, Eesa
author_facet Alzaidi, Amer Awad
Ahmad, Musheer
Ahmed, Hussam S.
Al Solami, Eesa
author_sort Alzaidi, Amer Awad
title Sine-cosine optimization-based bijective substitution-boxes construction using enhanced dynamics of chaotic map
title_short Sine-cosine optimization-based bijective substitution-boxes construction using enhanced dynamics of chaotic map
title_full Sine-cosine optimization-based bijective substitution-boxes construction using enhanced dynamics of chaotic map
title_fullStr Sine-cosine optimization-based bijective substitution-boxes construction using enhanced dynamics of chaotic map
title_full_unstemmed Sine-cosine optimization-based bijective substitution-boxes construction using enhanced dynamics of chaotic map
title_sort sine-cosine optimization-based bijective substitution-boxes construction using enhanced dynamics of chaotic map
publisher Hindawi Limited
publishDate 2018
url http://umpir.ump.edu.my/id/eprint/29369/1/Sine-cosine%20optimization-based%20bijective%20substitution-boxes%20construction.pdf
http://umpir.ump.edu.my/id/eprint/29369/
https://doi.org/10.1155/2018/9389065
https://doi.org/10.1155/2018/9389065
_version_ 1751536359827308544
score 13.211869

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