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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...
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/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. |
format | Online Article Text |
id | pubmed-9320094 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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