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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-8871326 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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