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An Effective Color Image Encryption Based on Henon Map, Tent Chaotic Map, and Orthogonal Matrices

In the last decade, the communication of images through the internet has increased. Due to the growing demands for data transfer through images, protection of data and safe communication is very important. For this purpose, many encryption techniques have been designed and developed. New and secured...

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Autores principales: Kanwal, Shamsa, Inam, Saba, Othman, Mohamed Tahar Ben, Waqar, Ayesha, Ibrahim, Muhammad, Nawaz, Fariha, Nawaz, Zainab, Hamam, Habib
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9227166/
https://www.ncbi.nlm.nih.gov/pubmed/35746137
http://dx.doi.org/10.3390/s22124359
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author Kanwal, Shamsa
Inam, Saba
Othman, Mohamed Tahar Ben
Waqar, Ayesha
Ibrahim, Muhammad
Nawaz, Fariha
Nawaz, Zainab
Hamam, Habib
author_facet Kanwal, Shamsa
Inam, Saba
Othman, Mohamed Tahar Ben
Waqar, Ayesha
Ibrahim, Muhammad
Nawaz, Fariha
Nawaz, Zainab
Hamam, Habib
author_sort Kanwal, Shamsa
collection PubMed
description In the last decade, the communication of images through the internet has increased. Due to the growing demands for data transfer through images, protection of data and safe communication is very important. For this purpose, many encryption techniques have been designed and developed. New and secured encryption schemes based on chaos theory have introduced methods for secure as well as fast communication. A modified image encryption process is proposed in this work with chaotic maps and orthogonal matrix in Hill cipher. Image encryption involves three phases. In the first phase, a chaotic Henon map is used for permuting the digital image. In the second phase, a Hill cipher is used whose encryption key is generated by an orthogonal matrix which further is produced from the equation of the plane. In the third phase, a sequence is generated by a chaotic tent map which is later XORed. Chaotic maps play an important role in the encryption process. To deal with the issues of fast and highly secured image processing, the prominent properties of non-periodical movement and non-convergence of chaotic theory play an important role. The proposed scheme is resistant to different attacks on the cipher image. Different tests have been applied to evaluate the proposed technique. The results of the tests such as key space analysis, key sensitivity analysis, and information entropy, histogram correlation of the adjacent pixels, number of pixel change rate (NPCR), peak signal to noise ratio (PSNR), and unified average changing intensity (UCAI) showed that our proposed scheme is an efficient encryption technique. The proposed approach is also compared with some state-of-the-art image encryption techniques. In the view of statistical analysis, we claim that our proposed encryption algorithm is secured.
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spelling pubmed-92271662022-06-25 An Effective Color Image Encryption Based on Henon Map, Tent Chaotic Map, and Orthogonal Matrices Kanwal, Shamsa Inam, Saba Othman, Mohamed Tahar Ben Waqar, Ayesha Ibrahim, Muhammad Nawaz, Fariha Nawaz, Zainab Hamam, Habib Sensors (Basel) Article In the last decade, the communication of images through the internet has increased. Due to the growing demands for data transfer through images, protection of data and safe communication is very important. For this purpose, many encryption techniques have been designed and developed. New and secured encryption schemes based on chaos theory have introduced methods for secure as well as fast communication. A modified image encryption process is proposed in this work with chaotic maps and orthogonal matrix in Hill cipher. Image encryption involves three phases. In the first phase, a chaotic Henon map is used for permuting the digital image. In the second phase, a Hill cipher is used whose encryption key is generated by an orthogonal matrix which further is produced from the equation of the plane. In the third phase, a sequence is generated by a chaotic tent map which is later XORed. Chaotic maps play an important role in the encryption process. To deal with the issues of fast and highly secured image processing, the prominent properties of non-periodical movement and non-convergence of chaotic theory play an important role. The proposed scheme is resistant to different attacks on the cipher image. Different tests have been applied to evaluate the proposed technique. The results of the tests such as key space analysis, key sensitivity analysis, and information entropy, histogram correlation of the adjacent pixels, number of pixel change rate (NPCR), peak signal to noise ratio (PSNR), and unified average changing intensity (UCAI) showed that our proposed scheme is an efficient encryption technique. The proposed approach is also compared with some state-of-the-art image encryption techniques. In the view of statistical analysis, we claim that our proposed encryption algorithm is secured. MDPI 2022-06-08 /pmc/articles/PMC9227166/ /pubmed/35746137 http://dx.doi.org/10.3390/s22124359 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
Kanwal, Shamsa
Inam, Saba
Othman, Mohamed Tahar Ben
Waqar, Ayesha
Ibrahim, Muhammad
Nawaz, Fariha
Nawaz, Zainab
Hamam, Habib
An Effective Color Image Encryption Based on Henon Map, Tent Chaotic Map, and Orthogonal Matrices
title An Effective Color Image Encryption Based on Henon Map, Tent Chaotic Map, and Orthogonal Matrices
title_full An Effective Color Image Encryption Based on Henon Map, Tent Chaotic Map, and Orthogonal Matrices
title_fullStr An Effective Color Image Encryption Based on Henon Map, Tent Chaotic Map, and Orthogonal Matrices
title_full_unstemmed An Effective Color Image Encryption Based on Henon Map, Tent Chaotic Map, and Orthogonal Matrices
title_short An Effective Color Image Encryption Based on Henon Map, Tent Chaotic Map, and Orthogonal Matrices
title_sort effective color image encryption based on henon map, tent chaotic map, and orthogonal matrices
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9227166/
https://www.ncbi.nlm.nih.gov/pubmed/35746137
http://dx.doi.org/10.3390/s22124359
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