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A New Color Image Encryption Scheme Using CML and a Fractional-Order Chaotic System

The chaos-based image cryptosystems have been widely investigated in recent years to provide real-time encryption and transmission. In this paper, a novel color image encryption algorithm by using coupled-map lattices (CML) and a fractional-order chaotic system is proposed to enhance the security an...

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Detalles Bibliográficos
Autores principales: Wu, Xiangjun, Li, Yang, Kurths, Jürgen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4380443/
https://www.ncbi.nlm.nih.gov/pubmed/25826602
http://dx.doi.org/10.1371/journal.pone.0119660
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author Wu, Xiangjun
Li, Yang
Kurths, Jürgen
author_facet Wu, Xiangjun
Li, Yang
Kurths, Jürgen
author_sort Wu, Xiangjun
collection PubMed
description The chaos-based image cryptosystems have been widely investigated in recent years to provide real-time encryption and transmission. In this paper, a novel color image encryption algorithm by using coupled-map lattices (CML) and a fractional-order chaotic system is proposed to enhance the security and robustness of the encryption algorithms with a permutation-diffusion structure. To make the encryption procedure more confusing and complex, an image division-shuffling process is put forward, where the plain-image is first divided into four sub-images, and then the position of the pixels in the whole image is shuffled. In order to generate initial conditions and parameters of two chaotic systems, a 280-bit long external secret key is employed. The key space analysis, various statistical analysis, information entropy analysis, differential analysis and key sensitivity analysis are introduced to test the security of the new image encryption algorithm. The cryptosystem speed is analyzed and tested as well. Experimental results confirm that, in comparison to other image encryption schemes, the new algorithm has higher security and is fast for practical image encryption. Moreover, an extensive tolerance analysis of some common image processing operations such as noise adding, cropping, JPEG compression, rotation, brightening and darkening, has been performed on the proposed image encryption technique. Corresponding results reveal that the proposed image encryption method has good robustness against some image processing operations and geometric attacks.
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spelling pubmed-43804432015-04-09 A New Color Image Encryption Scheme Using CML and a Fractional-Order Chaotic System Wu, Xiangjun Li, Yang Kurths, Jürgen PLoS One Research Article The chaos-based image cryptosystems have been widely investigated in recent years to provide real-time encryption and transmission. In this paper, a novel color image encryption algorithm by using coupled-map lattices (CML) and a fractional-order chaotic system is proposed to enhance the security and robustness of the encryption algorithms with a permutation-diffusion structure. To make the encryption procedure more confusing and complex, an image division-shuffling process is put forward, where the plain-image is first divided into four sub-images, and then the position of the pixels in the whole image is shuffled. In order to generate initial conditions and parameters of two chaotic systems, a 280-bit long external secret key is employed. The key space analysis, various statistical analysis, information entropy analysis, differential analysis and key sensitivity analysis are introduced to test the security of the new image encryption algorithm. The cryptosystem speed is analyzed and tested as well. Experimental results confirm that, in comparison to other image encryption schemes, the new algorithm has higher security and is fast for practical image encryption. Moreover, an extensive tolerance analysis of some common image processing operations such as noise adding, cropping, JPEG compression, rotation, brightening and darkening, has been performed on the proposed image encryption technique. Corresponding results reveal that the proposed image encryption method has good robustness against some image processing operations and geometric attacks. Public Library of Science 2015-03-31 /pmc/articles/PMC4380443/ /pubmed/25826602 http://dx.doi.org/10.1371/journal.pone.0119660 Text en © 2015 Wu et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Wu, Xiangjun
Li, Yang
Kurths, Jürgen
A New Color Image Encryption Scheme Using CML and a Fractional-Order Chaotic System
title A New Color Image Encryption Scheme Using CML and a Fractional-Order Chaotic System
title_full A New Color Image Encryption Scheme Using CML and a Fractional-Order Chaotic System
title_fullStr A New Color Image Encryption Scheme Using CML and a Fractional-Order Chaotic System
title_full_unstemmed A New Color Image Encryption Scheme Using CML and a Fractional-Order Chaotic System
title_short A New Color Image Encryption Scheme Using CML and a Fractional-Order Chaotic System
title_sort new color image encryption scheme using cml and a fractional-order chaotic system
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4380443/
https://www.ncbi.nlm.nih.gov/pubmed/25826602
http://dx.doi.org/10.1371/journal.pone.0119660
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