CLC number: TP37
On-line Access: 2024-08-27
Received: 2023-10-17
Revision Accepted: 2024-05-08
Crosschecked: 2020-04-16
Cited: 0
Clicked: 6358
Li-ping Chen, Hao Yin, Li-guo Yuan, António M. Lopes, J. A. Tenreiro Machado, Ran-chao Wu. A novel color image encryption algorithm based on a fractional-order discrete chaotic neural network and DNA sequence operations[J]. Frontiers of Information Technology & Electronic Engineering, 2020, 21(6): 866-879.
@article{title="A novel color image encryption algorithm based on a fractional-order discrete chaotic neural network and DNA sequence operations",
author="Li-ping Chen, Hao Yin, Li-guo Yuan, António M. Lopes, J. A. Tenreiro Machado, Ran-chao Wu",
journal="Frontiers of Information Technology & Electronic Engineering",
volume="21",
number="6",
pages="866-879",
year="2020",
publisher="Zhejiang University Press & Springer",
doi="10.1631/FITEE.1900709"
}
%0 Journal Article
%T A novel color image encryption algorithm based on a fractional-order discrete chaotic neural network and DNA sequence operations
%A Li-ping Chen
%A Hao Yin
%A Li-guo Yuan
%A António M. Lopes
%A J. A. Tenreiro Machado
%A Ran-chao Wu
%J Frontiers of Information Technology & Electronic Engineering
%V 21
%N 6
%P 866-879
%@ 2095-9184
%D 2020
%I Zhejiang University Press & Springer
%DOI 10.1631/FITEE.1900709
TY - JOUR
T1 - A novel color image encryption algorithm based on a fractional-order discrete chaotic neural network and DNA sequence operations
A1 - Li-ping Chen
A1 - Hao Yin
A1 - Li-guo Yuan
A1 - António M. Lopes
A1 - J. A. Tenreiro Machado
A1 - Ran-chao Wu
J0 - Frontiers of Information Technology & Electronic Engineering
VL - 21
IS - 6
SP - 866
EP - 879
%@ 2095-9184
Y1 - 2020
PB - Zhejiang University Press & Springer
ER -
DOI - 10.1631/FITEE.1900709
Abstract: A novel color image encryption algorithm based on dynamic deoxyribonucleic acid (DNA) encoding and chaos is presented. A three-neuron fractional-order discrete Hopfield neural network (FODHNN) is employed as a pseudo-random chaotic sequence generator. Its initial value is obtained with the secret key generated by a five-parameter external key and a hash code of the plain image. The external key includes both the FODHNN discrete step size and order. The hash is computed with the SHA-2 function. This ensures a large secret key space and improves the algorithm sensitivity to the plain image. Furthermore, a new three-dimensional projection confusion method is proposed to scramble the pixels among red, green, and blue color components. DNA encoding and diffusion are used to diffuse the image information. Pseudo-random sequences generated by FODHNN are employed to determine the encoding rules for each pixel and to ensure the diversity of the encoding methods. Finally, confusion II and XOR are used to ensure the security of the encryption. Experimental results and the security analysis show that the proposed algorithm has better performance than those reported in the literature and can resist typical attacks.
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