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Image Security Based on Three-Dimensional Chaotic System and Random Dynamic Selection

Image encryption based on a chaos system can effectively protect the privacy of digital images. It is said that a 3D chaotic system has a larger parameter range, better unpredictability and more complex behavior compared to low-dimension chaotic systems. Motivated by this fact, we propose a new imag...

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Autores principales: Ran, Bo, Zhang, Tianshuo, Wang, Lihong, Liu, Sheng, Zhou, Xiaoyi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9320094/
https://www.ncbi.nlm.nih.gov/pubmed/35885181
http://dx.doi.org/10.3390/e24070958
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author Ran, Bo
Zhang, Tianshuo
Wang, Lihong
Liu, Sheng
Zhou, Xiaoyi
author_facet Ran, Bo
Zhang, Tianshuo
Wang, Lihong
Liu, Sheng
Zhou, Xiaoyi
author_sort Ran, Bo
collection PubMed
description Image encryption based on a chaos system can effectively protect the privacy of digital images. It is said that a 3D chaotic system has a larger parameter range, better unpredictability and more complex behavior compared to low-dimension chaotic systems. Motivated by this fact, we propose a new image cryptosystem that makes use of a 3D chaotic system. There are three main steps in our scheme. In the first step, the chaotic system uses the hash value of the plaintext image to generate three sequences. In step two, one of the sequences is used to dynamically select confusion and diffusion methods, where confusion and diffusion have three algorithms, respectively, and will produce 3(2n) (n > 100) combinations for encryption. In step three, the image is divided into hundreds of overlapping subblocks, along with the other two sequences, and each block is encrypted in the confusion and diffusion process. Information entropy, NPCR, UACI results and various security analysis results show that the algorithm has a better security performance than existing, similar algorithms, and can better resist clipping, noise, statistical analysis and other attacks.
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spelling pubmed-93200942022-07-27 Image Security Based on Three-Dimensional Chaotic System and Random Dynamic Selection Ran, Bo Zhang, Tianshuo Wang, Lihong Liu, Sheng Zhou, Xiaoyi Entropy (Basel) Article Image encryption based on a chaos system can effectively protect the privacy of digital images. It is said that a 3D chaotic system has a larger parameter range, better unpredictability and more complex behavior compared to low-dimension chaotic systems. Motivated by this fact, we propose a new image cryptosystem that makes use of a 3D chaotic system. There are three main steps in our scheme. In the first step, the chaotic system uses the hash value of the plaintext image to generate three sequences. In step two, one of the sequences is used to dynamically select confusion and diffusion methods, where confusion and diffusion have three algorithms, respectively, and will produce 3(2n) (n > 100) combinations for encryption. In step three, the image is divided into hundreds of overlapping subblocks, along with the other two sequences, and each block is encrypted in the confusion and diffusion process. Information entropy, NPCR, UACI results and various security analysis results show that the algorithm has a better security performance than existing, similar algorithms, and can better resist clipping, noise, statistical analysis and other attacks. MDPI 2022-07-10 /pmc/articles/PMC9320094/ /pubmed/35885181 http://dx.doi.org/10.3390/e24070958 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
Ran, Bo
Zhang, Tianshuo
Wang, Lihong
Liu, Sheng
Zhou, Xiaoyi
Image Security Based on Three-Dimensional Chaotic System and Random Dynamic Selection
title Image Security Based on Three-Dimensional Chaotic System and Random Dynamic Selection
title_full Image Security Based on Three-Dimensional Chaotic System and Random Dynamic Selection
title_fullStr Image Security Based on Three-Dimensional Chaotic System and Random Dynamic Selection
title_full_unstemmed Image Security Based on Three-Dimensional Chaotic System and Random Dynamic Selection
title_short Image Security Based on Three-Dimensional Chaotic System and Random Dynamic Selection
title_sort image security based on three-dimensional chaotic system and random dynamic selection
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9320094/
https://www.ncbi.nlm.nih.gov/pubmed/35885181
http://dx.doi.org/10.3390/e24070958
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