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Design and Embedded Implementation of Secure Image Encryption Scheme Using DWT and 2D-LASM
In order to further improve the information effectiveness of digital image transmission, an image-encryption algorithm based on 2D-Logistic-adjusted-Sine map (2D-LASM) and Discrete Wavelet Transform (DWT) is proposed. First, a dynamic key with plaintext correlation is generated using Message-Digest...
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/PMC9600562/ https://www.ncbi.nlm.nih.gov/pubmed/37420352 http://dx.doi.org/10.3390/e24101332 |
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author | Wen, Heping Chen, Zefeng Zheng, Jiehong Huang, Yiming Li, Shuwei Ma, Linchao Lin, Yiting Liu, Zhen Li, Rui Liu, Linhao Lin, Wenxing Yang, Jieyi Zhang, Chongfu Yang, Huaide |
author_facet | Wen, Heping Chen, Zefeng Zheng, Jiehong Huang, Yiming Li, Shuwei Ma, Linchao Lin, Yiting Liu, Zhen Li, Rui Liu, Linhao Lin, Wenxing Yang, Jieyi Zhang, Chongfu Yang, Huaide |
author_sort | Wen, Heping |
collection | PubMed |
description | In order to further improve the information effectiveness of digital image transmission, an image-encryption algorithm based on 2D-Logistic-adjusted-Sine map (2D-LASM) and Discrete Wavelet Transform (DWT) is proposed. First, a dynamic key with plaintext correlation is generated using Message-Digest Algorithm 5 (MD5), and 2D-LASM chaos is generated based on the key to obtain a chaotic pseudo-random sequence. Secondly, we perform DWT on the plaintext image to map the image from the time domain to the frequency domain and decompose the low-frequency (LF) coefficient and high-frequency (HF) coefficient. Then, the chaotic sequence is used to encrypt the LF coefficient with the structure of “confusion-permutation”. We perform the permutation operation on HF coefficient, and we reconstruct the image of the processed LF coefficient and HF coefficient to obtain the frequency-domain ciphertext image. Finally, the ciphertext is dynamically diffused using the chaotic sequence to obtain the final ciphertext. Theoretical analysis and simulation experiments show that the algorithm has a large key space and can effectively resist various attacks. Compared with the spatial-domain algorithms, this algorithm has great advantages in terms of computational complexity, security performance, and encryption efficiency. At the same time, it provides better concealment of the encrypted image while ensuring the encryption efficiency compared to existing frequency-domain methods. The successful implementation on the embedded device in the optical network environment verifies the experimental feasibility of this algorithm in the new network application. |
format | Online Article Text |
id | pubmed-9600562 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96005622022-10-27 Design and Embedded Implementation of Secure Image Encryption Scheme Using DWT and 2D-LASM Wen, Heping Chen, Zefeng Zheng, Jiehong Huang, Yiming Li, Shuwei Ma, Linchao Lin, Yiting Liu, Zhen Li, Rui Liu, Linhao Lin, Wenxing Yang, Jieyi Zhang, Chongfu Yang, Huaide Entropy (Basel) Article In order to further improve the information effectiveness of digital image transmission, an image-encryption algorithm based on 2D-Logistic-adjusted-Sine map (2D-LASM) and Discrete Wavelet Transform (DWT) is proposed. First, a dynamic key with plaintext correlation is generated using Message-Digest Algorithm 5 (MD5), and 2D-LASM chaos is generated based on the key to obtain a chaotic pseudo-random sequence. Secondly, we perform DWT on the plaintext image to map the image from the time domain to the frequency domain and decompose the low-frequency (LF) coefficient and high-frequency (HF) coefficient. Then, the chaotic sequence is used to encrypt the LF coefficient with the structure of “confusion-permutation”. We perform the permutation operation on HF coefficient, and we reconstruct the image of the processed LF coefficient and HF coefficient to obtain the frequency-domain ciphertext image. Finally, the ciphertext is dynamically diffused using the chaotic sequence to obtain the final ciphertext. Theoretical analysis and simulation experiments show that the algorithm has a large key space and can effectively resist various attacks. Compared with the spatial-domain algorithms, this algorithm has great advantages in terms of computational complexity, security performance, and encryption efficiency. At the same time, it provides better concealment of the encrypted image while ensuring the encryption efficiency compared to existing frequency-domain methods. The successful implementation on the embedded device in the optical network environment verifies the experimental feasibility of this algorithm in the new network application. MDPI 2022-09-22 /pmc/articles/PMC9600562/ /pubmed/37420352 http://dx.doi.org/10.3390/e24101332 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 Wen, Heping Chen, Zefeng Zheng, Jiehong Huang, Yiming Li, Shuwei Ma, Linchao Lin, Yiting Liu, Zhen Li, Rui Liu, Linhao Lin, Wenxing Yang, Jieyi Zhang, Chongfu Yang, Huaide Design and Embedded Implementation of Secure Image Encryption Scheme Using DWT and 2D-LASM |
title | Design and Embedded Implementation of Secure Image Encryption Scheme Using DWT and 2D-LASM |
title_full | Design and Embedded Implementation of Secure Image Encryption Scheme Using DWT and 2D-LASM |
title_fullStr | Design and Embedded Implementation of Secure Image Encryption Scheme Using DWT and 2D-LASM |
title_full_unstemmed | Design and Embedded Implementation of Secure Image Encryption Scheme Using DWT and 2D-LASM |
title_short | Design and Embedded Implementation of Secure Image Encryption Scheme Using DWT and 2D-LASM |
title_sort | design and embedded implementation of secure image encryption scheme using dwt and 2d-lasm |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9600562/ https://www.ncbi.nlm.nih.gov/pubmed/37420352 http://dx.doi.org/10.3390/e24101332 |
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