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Security Analysis of a Color Image Encryption Algorithm Using a Fractional-Order Chaos

Fractional-order chaos has complex dynamic behavior characteristics, so its application in secure communication has attracted much attention. Compared with the design of fractional-order chaos-based cipher, there are fewer researches on security analysis. This paper conducts a comprehensive security...

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Detalles Bibliográficos
Autores principales: Wen, Heping, Zhang, Chongfu, Huang, Lan, Ke, Juxin, Xiong, Dongqing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7927140/
https://www.ncbi.nlm.nih.gov/pubmed/33672309
http://dx.doi.org/10.3390/e23020258
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author Wen, Heping
Zhang, Chongfu
Huang, Lan
Ke, Juxin
Xiong, Dongqing
author_facet Wen, Heping
Zhang, Chongfu
Huang, Lan
Ke, Juxin
Xiong, Dongqing
author_sort Wen, Heping
collection PubMed
description Fractional-order chaos has complex dynamic behavior characteristics, so its application in secure communication has attracted much attention. Compared with the design of fractional-order chaos-based cipher, there are fewer researches on security analysis. This paper conducts a comprehensive security analysis of a color image encryption algorithm using a fractional-order hyperchaotic system (CIEA-FOHS). Experimental simulation based on excellent numerical statistical results supported that CIEA-FOHS is cryptographically secure. Yet, from the perspective of cryptanalysis, this paper found that CIEA-FOHS can be broken by a chosen-plaintext attack method owing to its some inherent security defects. Firstly, the diffusion part can be eliminated by choosing some special images with all the same pixel values. Secondly, the permutation-only part can be deciphered by some chosen plain images and the corresponding cipher images. Finally, using the equivalent diffusion and permutation keys obtained in the previous two steps, the original plain image can be recovered from a target cipher image. Theoretical analysis and experimental simulations show that the attack method is both effective and efficient. To enhance the security, some suggestions for improvement are given. The reported results would help the designers of chaotic cryptography pay more attention to the gap of complex chaotic system and secure cryptosystem.
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spelling pubmed-79271402021-03-04 Security Analysis of a Color Image Encryption Algorithm Using a Fractional-Order Chaos Wen, Heping Zhang, Chongfu Huang, Lan Ke, Juxin Xiong, Dongqing Entropy (Basel) Article Fractional-order chaos has complex dynamic behavior characteristics, so its application in secure communication has attracted much attention. Compared with the design of fractional-order chaos-based cipher, there are fewer researches on security analysis. This paper conducts a comprehensive security analysis of a color image encryption algorithm using a fractional-order hyperchaotic system (CIEA-FOHS). Experimental simulation based on excellent numerical statistical results supported that CIEA-FOHS is cryptographically secure. Yet, from the perspective of cryptanalysis, this paper found that CIEA-FOHS can be broken by a chosen-plaintext attack method owing to its some inherent security defects. Firstly, the diffusion part can be eliminated by choosing some special images with all the same pixel values. Secondly, the permutation-only part can be deciphered by some chosen plain images and the corresponding cipher images. Finally, using the equivalent diffusion and permutation keys obtained in the previous two steps, the original plain image can be recovered from a target cipher image. Theoretical analysis and experimental simulations show that the attack method is both effective and efficient. To enhance the security, some suggestions for improvement are given. The reported results would help the designers of chaotic cryptography pay more attention to the gap of complex chaotic system and secure cryptosystem. MDPI 2021-02-23 /pmc/articles/PMC7927140/ /pubmed/33672309 http://dx.doi.org/10.3390/e23020258 Text en © 2021 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
Wen, Heping
Zhang, Chongfu
Huang, Lan
Ke, Juxin
Xiong, Dongqing
Security Analysis of a Color Image Encryption Algorithm Using a Fractional-Order Chaos
title Security Analysis of a Color Image Encryption Algorithm Using a Fractional-Order Chaos
title_full Security Analysis of a Color Image Encryption Algorithm Using a Fractional-Order Chaos
title_fullStr Security Analysis of a Color Image Encryption Algorithm Using a Fractional-Order Chaos
title_full_unstemmed Security Analysis of a Color Image Encryption Algorithm Using a Fractional-Order Chaos
title_short Security Analysis of a Color Image Encryption Algorithm Using a Fractional-Order Chaos
title_sort security analysis of a color image encryption algorithm using a fractional-order chaos
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7927140/
https://www.ncbi.nlm.nih.gov/pubmed/33672309
http://dx.doi.org/10.3390/e23020258
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