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Entropy Analysis and Image Encryption Application Based on a New Chaotic System Crossing a Cylinder

Designing chaotic systems with specific features is a hot topic in nonlinear dynamics. In this study, a novel chaotic system is presented with a unique feature of crossing inside and outside of a cylinder repeatedly. This new system is thoroughly analyzed by the help of the bifurcation diagram, Lyap...

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Autores principales: Farhan, Alaa Kadhim, Al-Saidi, Nadia M.G., Maolood, Abeer Tariq, Nazarimehr, Fahimeh, Hussain, Iqtadar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514289/
http://dx.doi.org/10.3390/e21100958
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author Farhan, Alaa Kadhim
Al-Saidi, Nadia M.G.
Maolood, Abeer Tariq
Nazarimehr, Fahimeh
Hussain, Iqtadar
author_facet Farhan, Alaa Kadhim
Al-Saidi, Nadia M.G.
Maolood, Abeer Tariq
Nazarimehr, Fahimeh
Hussain, Iqtadar
author_sort Farhan, Alaa Kadhim
collection PubMed
description Designing chaotic systems with specific features is a hot topic in nonlinear dynamics. In this study, a novel chaotic system is presented with a unique feature of crossing inside and outside of a cylinder repeatedly. This new system is thoroughly analyzed by the help of the bifurcation diagram, Lyapunov exponents’ spectrum, and entropy measurement. Bifurcation analysis of the proposed system with two initiation methods reveals its multistability. As an engineering application, the system’s efficiency is tested in image encryption. The complexity of the chaotic attractor of the proposed system makes it a proper choice for encryption. States of the chaotic attractor are used to shuffle the rows and columns of the image, and then the shuffled image is XORed with the states of chaotic attractor. The unpredictability of the chaotic attractor makes the encryption method very safe. The performance of the encryption method is analyzed using the histogram, correlation coefficient, Shannon entropy, and encryption quality. The results show that the encryption method using the proposed chaotic system has reliable performance.
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spelling pubmed-75142892020-11-09 Entropy Analysis and Image Encryption Application Based on a New Chaotic System Crossing a Cylinder Farhan, Alaa Kadhim Al-Saidi, Nadia M.G. Maolood, Abeer Tariq Nazarimehr, Fahimeh Hussain, Iqtadar Entropy (Basel) Article Designing chaotic systems with specific features is a hot topic in nonlinear dynamics. In this study, a novel chaotic system is presented with a unique feature of crossing inside and outside of a cylinder repeatedly. This new system is thoroughly analyzed by the help of the bifurcation diagram, Lyapunov exponents’ spectrum, and entropy measurement. Bifurcation analysis of the proposed system with two initiation methods reveals its multistability. As an engineering application, the system’s efficiency is tested in image encryption. The complexity of the chaotic attractor of the proposed system makes it a proper choice for encryption. States of the chaotic attractor are used to shuffle the rows and columns of the image, and then the shuffled image is XORed with the states of chaotic attractor. The unpredictability of the chaotic attractor makes the encryption method very safe. The performance of the encryption method is analyzed using the histogram, correlation coefficient, Shannon entropy, and encryption quality. The results show that the encryption method using the proposed chaotic system has reliable performance. MDPI 2019-09-30 /pmc/articles/PMC7514289/ http://dx.doi.org/10.3390/e21100958 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Farhan, Alaa Kadhim
Al-Saidi, Nadia M.G.
Maolood, Abeer Tariq
Nazarimehr, Fahimeh
Hussain, Iqtadar
Entropy Analysis and Image Encryption Application Based on a New Chaotic System Crossing a Cylinder
title Entropy Analysis and Image Encryption Application Based on a New Chaotic System Crossing a Cylinder
title_full Entropy Analysis and Image Encryption Application Based on a New Chaotic System Crossing a Cylinder
title_fullStr Entropy Analysis and Image Encryption Application Based on a New Chaotic System Crossing a Cylinder
title_full_unstemmed Entropy Analysis and Image Encryption Application Based on a New Chaotic System Crossing a Cylinder
title_short Entropy Analysis and Image Encryption Application Based on a New Chaotic System Crossing a Cylinder
title_sort entropy analysis and image encryption application based on a new chaotic system crossing a cylinder
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514289/
http://dx.doi.org/10.3390/e21100958
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