A new hybrid digital chaotic system with applications in image encryption

被引:294
作者
Alawida, Moatsum [1 ]
Samsudin, Azman [1 ]
Sen Teh, Je [1 ]
Alkhawaldeh, Rami S. [2 ]
机构
[1] USM, Sch Comp Sci, Gelugor 11800, Penang, Malaysia
[2] Univ Jordan, Dept Comp Informat Syst, Aqaba 77110, Jordan
基金
中国国家自然科学基金;
关键词
Chaos theory; Chaotic map; Cryptography; Image cipher; Image encryption; Perturbation; LOGISTIC MAP; COMBINATION;
D O I
10.1016/j.sigpro.2019.02.016
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Image encryption provides confidentiality to images by transforming them into unrecognizable forms that resemble white noise. Digital chaos is one of the areas used to design image ciphers due to its many desirable properties such as ergodicity, initial state sensitivity and unpredictability. This paper proposes a new image cipher based on the perturbation of a new hybrid chaotic system. The proposed hybrid system cascades and combines two chaotic maps as part of a new chaotification method. Chaotic performance evaluation indicates that the new hybridization method has better complexity, higher sensitivity, and a larger chaotic parameter range as compared to other recently proposed chaotification methods. The new chaotic system is then used in the design of a new image cipher. Both confusion and diffusion properties are attained based on perturbing the chaotic states and system parameters, which are then involved in pixel shuffling and substitution operations respectively. Security and performance analysis indicates that the proposed scheme is highly resistant to various cryptanalytic attacks, is statistically superior and more secure than previously proposed chaos-based image ciphers. (C) 2019 Elsevier B.V. All rights reserved.
引用
收藏
页码:45 / 58
页数:14
相关论文
共 51 条
[41]   Local Shannon entropy measure with statistical tests for image randomness [J].
Wu, Yue ;
Zhou, Yicong ;
Saveriades, George ;
Agaian, Sos ;
Noonan, Joseph P. ;
Natarajan, Premkumar .
INFORMATION SCIENCES, 2013, 222 :323-342
[42]   A novel bit-level image encryption algorithm based on chaotic maps [J].
Xu, Lu ;
Li, Zhi ;
Li, Jian ;
Hua, Wei .
OPTICS AND LASERS IN ENGINEERING, 2016, 78 :17-25
[43]   Some properties of the Logistic map over the finite field and its application [J].
Yang, Bo ;
Liao, Xiaofeng .
SIGNAL PROCESSING, 2018, 153 :231-242
[44]   Period analysis of the Logistic map for the finite field [J].
Yang, Bo ;
Liao, Xiaofeng .
SCIENCE CHINA-INFORMATION SCIENCES, 2017, 60 (02)
[45]   An efficient symmetric image encryption algorithm based on an intertwining logistic map [J].
Ye, Guodong ;
Huang, Xiaoling .
NEUROCOMPUTING, 2017, 251 :45-53
[46]   Image encryption based on three-dimensional bit matrix permutation [J].
Zhang, Wei ;
Yu, Hai ;
Zhao, Yu-li ;
Zhu, Zhi-liang .
SIGNAL PROCESSING, 2016, 118 :36-50
[47]  
Zhongyun Hua Y.Z., 2018, SIGNAL PROCESS, V149, P148
[48]   Cascade Chaotic System With Applications [J].
Zhou, Yicong ;
Hua, Zhongyun ;
Pun, Chi-Man ;
Chen, C. L. Philip .
IEEE TRANSACTIONS ON CYBERNETICS, 2015, 45 (09) :2001-2012
[49]   A new 1D chaotic system for image encryption [J].
Zhou, Yicong ;
Bao, Long ;
Chen, C. L. Philip .
SIGNAL PROCESSING, 2014, 97 :172-182
[50]   Image encryption using a new parametric switching chaotic system [J].
Zhou, Yicong ;
Bao, Long ;
Chen, C. L. Philip .
SIGNAL PROCESSING, 2013, 93 (11) :3039-3052