A Highly Secured Image Encryption Scheme using Quantum Walk and Chaos

被引:4
|
作者
Kamran, Muhammad Islam [1 ]
Khan, Muazzam A. [1 ]
Alsuhibany, Suliman A. [2 ]
Ghadi, Yazeed Yasin [3 ]
Arshad [4 ]
Arif, Jameel [1 ]
Ahmad, Jawad [5 ]
机构
[1] Quaid I Azam Univ, Dept Comp Sci, Islamabad 45320, Pakistan
[2] Qassim Univ, Dept Comp Sci, Coll Comp, Buraydah 51452, Saudi Arabia
[3] Al Ain Univ, Dept Comp Sci & Software Engn, Abu Dhabi 15551, U Arab Emirates
[4] Univ Strathclyde, Inst Energy & Environm, Glasgow G1 1XQ, Lanark, Scotland
[5] Edinburgh Napier Univ, Sch Comp, Edinburgh EH10 5DT, Midlothian, Scotland
来源
CMC-COMPUTERS MATERIALS & CONTINUA | 2022年 / 73卷 / 01期
关键词
Cryptography; chaotic maps; logistic map; quantum walk; security; ALGORITHM; MAP; SUBSTITUTION; PERMUTATION;
D O I
10.32604/cmc.2022.028876
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The use of multimedia data sharing has drastically increased in the past few decades due to the revolutionary improvements in communication technologies such as the 4th generation (4G) and 5th generation (5G) etc. Researchers have proposed many image encryption algorithms based on the classical random walk and chaos theory for sharing an image in a secure way. Instead of the classical random walk, this paper proposes the quantum walk to achieve high image security. Classical random walk exhibits randomness due to the stochastic transitions between states, on the other hand, the quantum walk is more random and achieve randomness due to the superposition, and the interference of the wave functions. The proposed image encryption scheme is evaluated using extensive security metrics such as correlation coefficient, entropy, histogram, time complexity, number of pixels change rate and unified average intensity etc. All experimental results validate the proposed scheme, and it is concluded that the proposed scheme is highly secured, lightweight and computationally efficient. In the proposed scheme, the values of the correlation coefficient, entropy, mean square error (MSE), number of pixels change rate (NPCR), unified average change intensity (UACI) and contrast are 0.0069, 7.9970, 40.39, 99.60%, 33.47 and 10.4542 respectively.
引用
收藏
页码:657 / 672
页数:16
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