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Research on Color Image Encryption Algorithm Based on Bit-Plane and Chen Chaotic System

In response to the problems of high complexity and the large amount of operations of existing color image encryption algorithms, a low-complexity, low-operation color image encryption algorithm based on a combination of bit-plane and chaotic systems is proposed that is interrelated with plaintext in...

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Autores principales: Xu, Jiangjian, Zhao, Bing, Wu, Zeming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8871326/
https://www.ncbi.nlm.nih.gov/pubmed/35205481
http://dx.doi.org/10.3390/e24020186
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author Xu, Jiangjian
Zhao, Bing
Wu, Zeming
author_facet Xu, Jiangjian
Zhao, Bing
Wu, Zeming
author_sort Xu, Jiangjian
collection PubMed
description In response to the problems of high complexity and the large amount of operations of existing color image encryption algorithms, a low-complexity, low-operation color image encryption algorithm based on a combination of bit-plane and chaotic systems is proposed that is interrelated with plaintext information. Firstly, three channels of an RGB image are extracted, and the gray value of each pixel channel can be expressed by an eight-bit binary number. The higher- and lower-four bits of the binary gray value of each pixel are exchanged, and the position of each four-bit binary number is scrambled by a logistic chaotic sequence, and all the four-bit binary numbers are converted into hexadecimal numbers to reduce the computational complexity. Next, the position of the transformed image is scrambled by a logistic chaotic sequence. Then, the Chen chaos sequence is used to permute the gray pixel values of the permuted image. Finally, the gray value of the encrypted image is converted into a decimal number to form a single-channel encrypted image, and the three-channel encrypted image is synthesized into an encrypted color image. Through MATLAB simulation experiments, a security analysis of encryption effects in terms of a histogram, correlation, a differential attack, and information entropy is performed. The results show that the algorithm has a better encryption effect and is resistant to differential attacks.
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spelling pubmed-88713262022-02-25 Research on Color Image Encryption Algorithm Based on Bit-Plane and Chen Chaotic System Xu, Jiangjian Zhao, Bing Wu, Zeming Entropy (Basel) Article In response to the problems of high complexity and the large amount of operations of existing color image encryption algorithms, a low-complexity, low-operation color image encryption algorithm based on a combination of bit-plane and chaotic systems is proposed that is interrelated with plaintext information. Firstly, three channels of an RGB image are extracted, and the gray value of each pixel channel can be expressed by an eight-bit binary number. The higher- and lower-four bits of the binary gray value of each pixel are exchanged, and the position of each four-bit binary number is scrambled by a logistic chaotic sequence, and all the four-bit binary numbers are converted into hexadecimal numbers to reduce the computational complexity. Next, the position of the transformed image is scrambled by a logistic chaotic sequence. Then, the Chen chaos sequence is used to permute the gray pixel values of the permuted image. Finally, the gray value of the encrypted image is converted into a decimal number to form a single-channel encrypted image, and the three-channel encrypted image is synthesized into an encrypted color image. Through MATLAB simulation experiments, a security analysis of encryption effects in terms of a histogram, correlation, a differential attack, and information entropy is performed. The results show that the algorithm has a better encryption effect and is resistant to differential attacks. MDPI 2022-01-26 /pmc/articles/PMC8871326/ /pubmed/35205481 http://dx.doi.org/10.3390/e24020186 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Xu, Jiangjian
Zhao, Bing
Wu, Zeming
Research on Color Image Encryption Algorithm Based on Bit-Plane and Chen Chaotic System
title Research on Color Image Encryption Algorithm Based on Bit-Plane and Chen Chaotic System
title_full Research on Color Image Encryption Algorithm Based on Bit-Plane and Chen Chaotic System
title_fullStr Research on Color Image Encryption Algorithm Based on Bit-Plane and Chen Chaotic System
title_full_unstemmed Research on Color Image Encryption Algorithm Based on Bit-Plane and Chen Chaotic System
title_short Research on Color Image Encryption Algorithm Based on Bit-Plane and Chen Chaotic System
title_sort research on color image encryption algorithm based on bit-plane and chen chaotic system
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8871326/
https://www.ncbi.nlm.nih.gov/pubmed/35205481
http://dx.doi.org/10.3390/e24020186
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