|
|
A novel color image encryption algorithm based on genetic recombination and the four-dimensional memristive hyperchaotic system |
Xiu-Li Chai(柴秀丽)1,2, Zhi-Hua Gan(甘志华)3, Yang Lu(路杨)4, Miao-Hui Zhang(张苗辉)1, Yi-Ran Chen(陈怡然)2 |
1 School of Computer and Information Engineering, Institute of Image Processing and Pattern Recognition, Henan University, Kaifeng 475004, China; 2 Department of Electrical and Computer Engineering, University of Pittsburgh, Pittsburgh, PA 15261, USA; 3 School of Software, Henan University, Kaifeng 475004, China; 4 Research Department, Henan University, Kaifeng 475004, China |
|
|
Abstract Recently, many image encryption algorithms based on chaos have been proposed. Most of the previous algorithms encrypt components R, G, and B of color images independently and neglect the high correlation between them. In the paper, a novel color image encryption algorithm is introduced. The 24 bit planes of components R, G, and B of the color plain image are obtained and recombined into 4 compound bit planes, and this can make the three components affect each other. A four-dimensional (4D) memristive hyperchaotic system generates the pseudorandom key streams and its initial values come from the SHA 256 hash value of the color plain image. The compound bit planes and key streams are confused according to the principles of genetic recombination, then confusion and diffusion as a union are applied to the bit planes, and the color cipher image is obtained. Experimental results and security analyses demonstrate that the proposed algorithm is secure and effective so that it may be adopted for secure communication.
|
Received: 03 April 2016
Revised: 06 June 2016
Accepted manuscript online:
|
PACS:
|
05.45.Gg
|
(Control of chaos, applications of chaos)
|
|
05.45.-a
|
(Nonlinear dynamics and chaos)
|
|
05.45.Vx
|
(Communication using chaos)
|
|
Fund: Project supported by the National Natural Science Foundation of China (Grant Nos. 61203094 and 61305042), the Natural Science Foundation of the United States (Grant Nos. CNS-1253424 and ECCS-1202225), the Science and Technology Foundation of Henan Province, China (Grant No. 152102210048), the Foundation and Frontier Project of Henan Province, China (Grant No. 162300410196), the Natural Science Foundation of Educational Committee of Henan Province, China (Grant No. 14A413015), and the Research Foundation of Henan University, China (Grant No. xxjc20140006). |
Corresponding Authors:
Xiu-Li Chai
E-mail: chaixiuli@henu.edu.cn
|
Cite this article:
Xiu-Li Chai(柴秀丽), Zhi-Hua Gan(甘志华), Yang Lu(路杨), Miao-Hui Zhang(张苗辉), Yi-Ran Chen(陈怡然) A novel color image encryption algorithm based on genetic recombination and the four-dimensional memristive hyperchaotic system 2016 Chin. Phys. B 25 100503
|
[1] |
Zhang X Y, Zhang G J, Li Xuan, Ren Y Z and Wu J H 2016 Chin. Phys. B 25 054201
|
[2] |
Xiao D, Cai H K and Zheng H Y 2015 Chin. Phys. B 24 060505
|
[3] |
Wang X Y and Wang Q 2014 Chin. Phys. B 23 030503
|
[4] |
Fridrich J 1998 Int. J. Bifurcat Chaos 8 1259
|
[5] |
Zhu Z L, Zhang W, Wong K W and Yu H 2011 Inf. Sci. 181 1171
|
[6] |
Zhang Y Q and Wang X Y 2014 Inf. Sci. 273 329
|
[7] |
Liu H J and Wang X Y 2011 Opt. Commun. 284 3895
|
[8] |
Xu L, Li Z, Li J and Hua W 2016 Opt. Laser Eng. 78 17
|
[9] |
Fatih Ozkaynak and Sirma Yavuz 2014 Nonlinear Dyn. 78 1311
|
[10] |
Eslami Z and Bakhshandeh A 2013 Opt. Commun. 286 51
|
[11] |
Akhavan A, Samsudin A and Akhshani A 2015 Opt. Commun. 350 77
|
[12] |
Rabei Bechikh, Houcemeddine Hermassi, Ahmed A. Abd EI-Latif, Rhouma Rhouma and Safya Belghith 2015 Signal Process. Image Commun. 39 151
|
[13] |
Zhou Y C, Bao L and Philip Chen C L 2014 Signal Process. 97 172
|
[14] |
Wang X Y, Liu L T and Zhang Y Q 2015 Opt. Laser Eng. 66 10
|
[15] |
Zhang Y Q and Wang X Y 2015 Appl. Soft Comput. 26 10
|
[16] |
Wu X J, Wang D W, Kurths Jurgen and Kan H B 2016 Inf. Sci. 349-350 137
|
[17] |
Tong X J, Zhang M, Wang Z and Ma J 2016 Nonlinear Dyn.
|
[18] |
Chua L O 1971 IEEE Trans. Circuit Theory 18 507
|
[19] |
Tour J M and He T 2008 Nature 453 42
|
[20] |
Duan S K, Zhang Y, Hu X, Wang L D and Li C D 2014 Neural Comput. Appl. 25 1437
|
[21] |
Wang L D, Drakakis E, Duan S K, He P F and Liao X F 2012 Int. J. Bifurc. Chaos 22 1250205
|
[22] |
Adhikari S P, Yang C, Kim H and Chua L O 2012 IEEE Trans. Neural Netw. Learn. Syst. 23 1426
|
[23] |
Muthuswamy B and Chua L O 2010 Int. J. Bifurc. Chaos 20 1567
|
[24] |
Leier A, Richter C and Banzhaf W 2000 Biosystems 57 13
|
[25] |
Xue X L, Zhang Q and Wei X P 2010 J. Comput. Theor. Nanosci. 7 397
|
[26] |
Zhang Y S, Wen W Y and Su M T 2014 Optik 125 1562
|
[27] |
Wang X Y, Zhang Y Q and Bao X M 2014 Opt. Laser Eng. 73 53
|
[28] |
Huang X L and Ye G D 2014 Multimed Tools Appl. 72 57
|
[29] |
Ma J, Chen Z Q, Wang Z L and Zhang Q 2015 Nonlinear Dyn. 81 1275
|
[30] |
Teng L, Iu Herbert H C, Wang X Y and Wang X K 2014 Nonlinear Dyn. 77 231
|
[31] |
Cafagna D and Grassi G 2012 Nonlinear Dyn. 70 1185
|
[32] |
Grassi G, Severance F L, Mashev E D and Bazuin B J and Miller D A 2008 Int. J. Bifur. Chaos 18 2089
|
[33] |
European Network of Excellence in Cryptology II, , 2010
|
[34] |
Norouzi B, Seyedzadeh S M, Mirzakuchaki S and Mosavi M R 2013 Multimed Tools Appl. 74 781
|
[35] |
Mazloom S and Eftekhari-Moghadam A 2009 Chaos, Solitons and Fractals 42 1745
|
[36] |
Liu S, Sun J and Xu Z 2009 J. Comput. 4 1091
|
[37] |
Akhshani A, Akhavan A, Lim S C and Hassan Z 2012 Commun. Nonlinear Sci. Numer. Simul. 17 4653
|
[38] |
Wang X Y, Teng L and Qin X 2012 Signal Process. 92 1101
|
[39] |
El-Latif A A A, Li L, Wang N, Han Q and Niu X 2013 Signal Process. 93 2986
|
[40] |
Wang Y, Zhang X, Zheng Z M and Qiu W J 2015 Nonlinear Dyn. 81 151
|
[41] |
Wu X J, Bai C and Kan H 2014 Commun. Nonlinear Sci. Numer. Simul. 19 1884
|
[42] |
Zhang Y S and Xiao D 2014 Int. J. Elect. Commun. 68 361
|
[43] |
Faraoun K M 2014 Opt. Laser Technol. 64 145
|
[44] |
Zhang Y S and Xiao D 2014 Commun. Nonlinear Sci. Numer. Simul. 19 74
|
[45] |
Wang Y, Wong K W, Liao X F, Xiang T and Chen G R 2009 Chaos, Solitons and Fractals 41 1773
|
[46] |
Lian S, Sun J and Wang Z 2005 Chaos, Solitons and Fractals 26 117
|
[47] |
Wong K W, Kwok B S H and Law W S 2008 Phys. Lett. A 372 2645
|
[48] |
Xiao D and Liao X W 2009 Chaos, Solitons and Fractals 40 2191
|
[49] |
Wang Y, Wong K W, Liao X and Chen G 2011 Appl. Soft Comput. 11 514
|
[50] |
Benyamin N, Mohammad S S and Sattar M 2014 Multimed. Syst. 20 45
|
No Suggested Reading articles found! |
|
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
Altmetric
|
blogs
Facebook pages
Wikipedia page
Google+ users
|
Online attention
Altmetric calculates a score based on the online attention an article receives. Each coloured thread in the circle represents a different type of online attention. The number in the centre is the Altmetric score. Social media and mainstream news media are the main sources that calculate the score. Reference managers such as Mendeley are also tracked but do not contribute to the score. Older articles often score higher because they have had more time to get noticed. To account for this, Altmetric has included the context data for other articles of a similar age.
View more on Altmetrics
|
|
|