Color Image Encryption Algorithm Based on Hyper-Chaos and DNA Computing

被引:36
|
作者
Malik, M. G. Abbas [1 ]
Bashir, Zia [2 ]
Iqbal, Nadeem [3 ,4 ]
Imtiaz, Md Athar [5 ]
机构
[1] Universal Coll Learning, Sch Business & ICT, Palmerston North 4442, New Zealand
[2] Quaid I Azam Univ, Dept Math, Islamabad 45320, Pakistan
[3] NCBA&E, Dept Comp Sci, Lahore 54660, Pakistan
[4] Imperial Coll Business Studies, Sch Comp & Informat Sci, Lahore 53720, Pakistan
[5] Massey Univ, Sch Fundamental Sci, Palmerston North 4442, New Zealand
关键词
Image processing; chaos; encryption; decryption; DNA computing; PERMUTATION-DIFFUSION; SEQUENCE OPERATION; SCHEME; SYSTEM; CRYPTANALYSIS; SECURE; LORENZ; MAP;
D O I
10.1109/ACCESS.2020.2990170
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:88093 / 88107
页数:15
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