Color Image Encryption Algorithm Based on Hyper-Chaos and DNA Computing
In this study, a novel technique using a hyper chaotic dynamical system and DNA computing has been designed with high plaintext sensitivity. In order to reduce cost, a selection procedure using tent map has been employed for generating different key streams from the same chaotic data obtained from t...
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doaj-398e555ef8434488992d4ec936c308462021-03-30T03:13:32ZengIEEEIEEE Access2169-35362020-01-018880938810710.1109/ACCESS.2020.29901709078130Color Image Encryption Algorithm Based on Hyper-Chaos and DNA ComputingM. G. Abbas Malik0https://orcid.org/0000-0002-0679-8346Zia Bashir1Nadeem Iqbal2https://orcid.org/0000-0002-0954-5563Md. Athar Imtiaz3School of Business and ICT, Universal College of Learning, Palmerston North, New ZealandDepartment of Mathematics, Quaid-i-Azam University, Islamabad, PakistanDepartment of Computer Science, NCBA&E, Lahore, PakistanSchool of Fundamental Sciences, Massey University, Palmerston North, New ZealandIn this study, a novel technique using a hyper chaotic dynamical system and DNA computing has been designed with high plaintext sensitivity. In order to reduce cost, a selection procedure using tent map has been employed for generating different key streams from the same chaotic data obtained from the iterations of chaotic dynamical system. After separating the three channels from the input color image, they are both confused and diffused. First of all, these channels are diffused on a decimal level. Then they are permuted. Further, DNA encoding is performed upon these channels. Moreover, DNA level diffusion is performed to further increase the degree of randomness in the image. Lastly, the DNA encoded image is converted into decimal to get the final cipher image. Both the experimental results and security analysis strongly demonstrate the robustness of the proposed scheme. A comparison of the proposed scheme has also been made with other recently developed schemes to show that this scheme outperforms the others in terms of computational cost, time and memory efficiency. Additionally, with the large key space, the proposed scheme can resist any brute force, plaintext and statistical attacks, therefore it is a good fit for the real world applications of the image security.https://ieeexplore.ieee.org/document/9078130/Image processingchaosencryptiondecryptionDNA computing |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
M. G. Abbas Malik Zia Bashir Nadeem Iqbal Md. Athar Imtiaz |
spellingShingle |
M. G. Abbas Malik Zia Bashir Nadeem Iqbal Md. Athar Imtiaz Color Image Encryption Algorithm Based on Hyper-Chaos and DNA Computing IEEE Access Image processing chaos encryption decryption DNA computing |
author_facet |
M. G. Abbas Malik Zia Bashir Nadeem Iqbal Md. Athar Imtiaz |
author_sort |
M. G. Abbas Malik |
title |
Color Image Encryption Algorithm Based on Hyper-Chaos and DNA Computing |
title_short |
Color Image Encryption Algorithm Based on Hyper-Chaos and DNA Computing |
title_full |
Color Image Encryption Algorithm Based on Hyper-Chaos and DNA Computing |
title_fullStr |
Color Image Encryption Algorithm Based on Hyper-Chaos and DNA Computing |
title_full_unstemmed |
Color Image Encryption Algorithm Based on Hyper-Chaos and DNA Computing |
title_sort |
color image encryption algorithm based on hyper-chaos and dna computing |
publisher |
IEEE |
series |
IEEE Access |
issn |
2169-3536 |
publishDate |
2020-01-01 |
description |
In this study, a novel technique using a hyper chaotic dynamical system and DNA computing has been designed with high plaintext sensitivity. In order to reduce cost, a selection procedure using tent map has been employed for generating different key streams from the same chaotic data obtained from the iterations of chaotic dynamical system. After separating the three channels from the input color image, they are both confused and diffused. First of all, these channels are diffused on a decimal level. Then they are permuted. Further, DNA encoding is performed upon these channels. Moreover, DNA level diffusion is performed to further increase the degree of randomness in the image. Lastly, the DNA encoded image is converted into decimal to get the final cipher image. Both the experimental results and security analysis strongly demonstrate the robustness of the proposed scheme. A comparison of the proposed scheme has also been made with other recently developed schemes to show that this scheme outperforms the others in terms of computational cost, time and memory efficiency. Additionally, with the large key space, the proposed scheme can resist any brute force, plaintext and statistical attacks, therefore it is a good fit for the real world applications of the image security. |
topic |
Image processing chaos encryption decryption DNA computing |
url |
https://ieeexplore.ieee.org/document/9078130/ |
work_keys_str_mv |
AT mgabbasmalik colorimageencryptionalgorithmbasedonhyperchaosanddnacomputing AT ziabashir colorimageencryptionalgorithmbasedonhyperchaosanddnacomputing AT nadeemiqbal colorimageencryptionalgorithmbasedonhyperchaosanddnacomputing AT mdatharimtiaz colorimageencryptionalgorithmbasedonhyperchaosanddnacomputing |
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1724183846221512704 |