A dynamic DNA color image encryption method based on SHA-512

Shihua Zhou; Pinyan He; Nikola Kasabov

doi:10.3390/e22101091

A dynamic DNA color image encryption method based on SHA-512

Shihua Zhou, Pinyan He, Nikola Kasabov

Dalian University

Research output: Contribution to journal › Article › peer-review

49 Citations (Scopus)

159 Downloads (Pure)

Abstract

This paper presents a dynamic deoxyribonucleic acid (DNA) image encryption based on Secure Hash Algorithm-512 (SHA-512), having the structure of two rounds of permutation–diffusion, by employing two chaotic systems, dynamic DNA coding, DNA sequencing operations, and conditional shifting. We employed the SHA-512 algorithm to generate a 512-bit hash value and later utilized this value with the natural DNA sequence to calculate the initial values for the chaotic systems and the eight intermittent parameters. We implemented a two-dimensional rectangular transform (2D-RT) on the permutation. We used four-wing chaotic systems and Lorentz systems to generate chaotic sequences and recombined three channel matrices and chaotic matrices with intermittent parameters. We calculated hamming distances of DNA matrices, updated the initial values of two chaotic systems, and generated the corresponding chaotic matrices to complete the diffusion operation. After diffusion, we decoded and decomposed the DNA matrices, and then scrambled and merged these matrices into an encrypted image. According to experiments, the encryption method in this paper not only was able to withstand statistical attacks, plaintext attacks, brute-force attacks, and a host of other attacks, but also could reduce the complexity of the algorithm because it adopted DNA sequencing operations that were different from traditional DNA sequencing operations.

Original language	English
Article number	1091
Pages (from-to)	1-23
Number of pages	23
Journal	Entropy
Volume	22
Issue number	10
DOIs	https://doi.org/10.3390/e22101091
Publication status	Published (in print/issue) - 28 Sept 2020

Bibliographical note

Funding Information:
This research was funded by the National Key R & D Program of China (No. 2018YFC0910500), the National Natural Science Foundation of China (Nos. 61425002, 61751203, 61772100, 61972266, 61802040, 61672121, 61572093), Program for Changjiang Scholars and Innovative Research Team in University (No. IRT_15R07), the Program for Liaoning Innovative Research Team in University (No. LT2017012), the Natural Science Foundation of Liaoning Province (Nos. 20180551241, 2019-ZD-0567), the High-level Talent Innovation Support Program of Dalian City (Nos. 2017RQ060, 2018RQ75), the Dalian Outstanding Young Science and Technology Talent Support Program (No. 2017RJ08), and the Scientific Research Fund of Liaoning Provincial Education Department (No. JYT19051).

Publisher Copyright:
© 2020 by the authors. Licensee MDPI, Basel, Switzerland.

Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.

Funding

Funding Information: This research was funded by the National Key R & D Program of China (No. 2018YFC0910500), the National Natural Science Foundation of China (Nos. 61425002, 61751203, 61772100, 61972266, 61802040, 61672121, 61572093), Program for Changjiang Scholars and Innovative Research Team in University (No. IRT_15R07), the Program for Liaoning Innovative Research Team in University (No. LT2017012), the Natural Science Foundation of Liaoning Province (Nos. 20180551241, 2019-ZD-0567), the High-level Talent Innovation Support Program of Dalian City (Nos. 2017RQ060, 2018RQ75), the Dalian Outstanding Young Science and Technology Talent Support Program (No. 2017RJ08), and the Scientific Research Fund of Liaoning Provincial Education Department (No. JYT19051). Publisher Copyright: © 2020 by the authors. Licensee MDPI, Basel, Switzerland. Copyright: Copyright 2020 Elsevier B.V., All rights reserved.

Keywords

colour image encryption
DNA coding
two-rounds of permutation-diffusion
SHA-512
Two rounds of permutation–diffusion
Color image encryption

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.3390/e22101091Licence: CC BY

Entropy-936332_accepted versionAuthor Accepted Manuscript, 1.16 MBLicence: CC BY
entropy-22-01091Final published version, 1.73 MBLicence: Unspecified

Cite this

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title = "A dynamic DNA color image encryption method based on SHA-512",

abstract = "This paper presents a dynamic deoxyribonucleic acid (DNA) image encryption based on Secure Hash Algorithm-512 (SHA-512), having the structure of two rounds of permutation–diffusion, by employing two chaotic systems, dynamic DNA coding, DNA sequencing operations, and conditional shifting. We employed the SHA-512 algorithm to generate a 512-bit hash value and later utilized this value with the natural DNA sequence to calculate the initial values for the chaotic systems and the eight intermittent parameters. We implemented a two-dimensional rectangular transform (2D-RT) on the permutation. We used four-wing chaotic systems and Lorentz systems to generate chaotic sequences and recombined three channel matrices and chaotic matrices with intermittent parameters. We calculated hamming distances of DNA matrices, updated the initial values of two chaotic systems, and generated the corresponding chaotic matrices to complete the diffusion operation. After diffusion, we decoded and decomposed the DNA matrices, and then scrambled and merged these matrices into an encrypted image. According to experiments, the encryption method in this paper not only was able to withstand statistical attacks, plaintext attacks, brute-force attacks, and a host of other attacks, but also could reduce the complexity of the algorithm because it adopted DNA sequencing operations that were different from traditional DNA sequencing operations.",

keywords = "colour image encryption, DNA coding, two-rounds of permutation-diffusion, SHA-512, Two rounds of permutation–diffusion, Color image encryption",

author = "Shihua Zhou and Pinyan He and Nikola Kasabov",

note = "Funding Information: This research was funded by the National Key R \& D Program of China (No. 2018YFC0910500), the National Natural Science Foundation of China (Nos. 61425002, 61751203, 61772100, 61972266, 61802040, 61672121, 61572093), Program for Changjiang Scholars and Innovative Research Team in University (No. IRT\_15R07), the Program for Liaoning Innovative Research Team in University (No. LT2017012), the Natural Science Foundation of Liaoning Province (Nos. 20180551241, 2019-ZD-0567), the High-level Talent Innovation Support Program of Dalian City (Nos. 2017RQ060, 2018RQ75), the Dalian Outstanding Young Science and Technology Talent Support Program (No. 2017RJ08), and the Scientific Research Fund of Liaoning Provincial Education Department (No. JYT19051). Publisher Copyright: {\textcopyright} 2020 by the authors. Licensee MDPI, Basel, Switzerland. Copyright: Copyright 2020 Elsevier B.V., All rights reserved.",

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AU - He, Pinyan

AU - Kasabov, Nikola

N1 - Funding Information: This research was funded by the National Key R & D Program of China (No. 2018YFC0910500), the National Natural Science Foundation of China (Nos. 61425002, 61751203, 61772100, 61972266, 61802040, 61672121, 61572093), Program for Changjiang Scholars and Innovative Research Team in University (No. IRT_15R07), the Program for Liaoning Innovative Research Team in University (No. LT2017012), the Natural Science Foundation of Liaoning Province (Nos. 20180551241, 2019-ZD-0567), the High-level Talent Innovation Support Program of Dalian City (Nos. 2017RQ060, 2018RQ75), the Dalian Outstanding Young Science and Technology Talent Support Program (No. 2017RJ08), and the Scientific Research Fund of Liaoning Provincial Education Department (No. JYT19051). Publisher Copyright: © 2020 by the authors. Licensee MDPI, Basel, Switzerland. Copyright: Copyright 2020 Elsevier B.V., All rights reserved.

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N2 - This paper presents a dynamic deoxyribonucleic acid (DNA) image encryption based on Secure Hash Algorithm-512 (SHA-512), having the structure of two rounds of permutation–diffusion, by employing two chaotic systems, dynamic DNA coding, DNA sequencing operations, and conditional shifting. We employed the SHA-512 algorithm to generate a 512-bit hash value and later utilized this value with the natural DNA sequence to calculate the initial values for the chaotic systems and the eight intermittent parameters. We implemented a two-dimensional rectangular transform (2D-RT) on the permutation. We used four-wing chaotic systems and Lorentz systems to generate chaotic sequences and recombined three channel matrices and chaotic matrices with intermittent parameters. We calculated hamming distances of DNA matrices, updated the initial values of two chaotic systems, and generated the corresponding chaotic matrices to complete the diffusion operation. After diffusion, we decoded and decomposed the DNA matrices, and then scrambled and merged these matrices into an encrypted image. According to experiments, the encryption method in this paper not only was able to withstand statistical attacks, plaintext attacks, brute-force attacks, and a host of other attacks, but also could reduce the complexity of the algorithm because it adopted DNA sequencing operations that were different from traditional DNA sequencing operations.

AB - This paper presents a dynamic deoxyribonucleic acid (DNA) image encryption based on Secure Hash Algorithm-512 (SHA-512), having the structure of two rounds of permutation–diffusion, by employing two chaotic systems, dynamic DNA coding, DNA sequencing operations, and conditional shifting. We employed the SHA-512 algorithm to generate a 512-bit hash value and later utilized this value with the natural DNA sequence to calculate the initial values for the chaotic systems and the eight intermittent parameters. We implemented a two-dimensional rectangular transform (2D-RT) on the permutation. We used four-wing chaotic systems and Lorentz systems to generate chaotic sequences and recombined three channel matrices and chaotic matrices with intermittent parameters. We calculated hamming distances of DNA matrices, updated the initial values of two chaotic systems, and generated the corresponding chaotic matrices to complete the diffusion operation. After diffusion, we decoded and decomposed the DNA matrices, and then scrambled and merged these matrices into an encrypted image. According to experiments, the encryption method in this paper not only was able to withstand statistical attacks, plaintext attacks, brute-force attacks, and a host of other attacks, but also could reduce the complexity of the algorithm because it adopted DNA sequencing operations that were different from traditional DNA sequencing operations.

KW - colour image encryption

KW - DNA coding

KW - two-rounds of permutation-diffusion

KW - SHA-512

KW - Two rounds of permutation–diffusion

KW - Color image encryption

UR - https://www.scopus.com/pages/publications/85092798850

U2 - 10.3390/e22101091

DO - 10.3390/e22101091

M3 - Article

C2 - 33286859

VL - 22

SP - 1

EP - 23

JO - Entropy

JF - Entropy

IS - 10

M1 - 1091

ER -

A dynamic DNA color image encryption method based on SHA-512

Abstract

Bibliographical note

Funding

Keywords

UN SDGs

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