A hybrid image encryption algorithm using chaos and Conway's game-of-life cellular automata

被引:16
作者
Murugan, Brindha [1 ]
Gounder, Ammasai Gounden Nanjappa [2 ]
Manohar, Sriram [1 ]
机构
[1] Natl Inst Technol, Dept Comp Sci & Engn, Tiruchirappalli, Tamil Nadu, India
[2] Natl Inst Technol, Dept Elect & Elect & Engn, Tiruchirappalli, Tamil Nadu, India
关键词
chaos; cellular automata; Chebyshev map; image encryption; Lorenz equation; row scrambling; column scrambling; diffusion; CRYPTOGRAPHY;
D O I
10.1002/sec.1386
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 paper, a new image encryption algorithm employing the combination of chaos and cellular automata is proposed. The proposed algorithm consists of both permutation and diffusion stages. While the permutation process is carried out using logistic map and Conway's game-of-life cellular automata, the diffusion process is carried out using Chebyshev map and Lorenz equation. Further, a complex matrix generated from the plain image is used as an additional component in the diffusion process, which enables the encrypted image to exhibit a strong sensitivity to the input image. The proposed algorithm has been tested with various input images, and the performance is compared with other existing algorithms. The performance metrics obtained on the developed algorithm such as high key space, ideal number of pixels change rate and unified average changing intensity values, and very less correlation among the adjacent pixels demonstrate the high effectiveness and security features of the proposed algorithm. Copyright (c) 2015 John Wiley & Sons, Ltd.
引用
收藏
页码:634 / 651
页数:18
相关论文
共 38 条
[1]   A hybrid genetic algorithm and chaotic function model for image encryption [J].
Abdullah, Abdul Hanan ;
Enayatifar, Rasul ;
Lee, Malrey .
AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2012, 66 (10) :806-816
[2]  
[Anonymous], 2016, HDB APPL CRYPTOGRAPH
[3]  
[Anonymous], 2012, International Journal of Video and Image Processing and Network Security
[4]   Cryptanalysis of an image encryption scheme based on a new total shuffling algorithm [J].
Arroyo, David ;
Li, Chengqing ;
Li, Shujun ;
Alvarez, Gonzalo ;
Halang, Wolfgang A. .
CHAOS SOLITONS & FRACTALS, 2009, 41 (05) :2613-2616
[5]   Cryptography with chaos [J].
Baptista, MS .
PHYSICS LETTERS A, 1998, 240 (1-2) :50-54
[6]   A new hyperchaotic map and its application in an image encryption scheme [J].
Boriga, Radu ;
Dascalescu, Ana Cristina ;
Priescu, Iustin .
SIGNAL PROCESSING-IMAGE COMMUNICATION, 2014, 29 (08) :887-901
[7]  
Burks AW, 1970, VONEUMANNS SELF REPR
[8]   A fast chaos-based image encryption scheme with a dynamic state variables selection mechanism [J].
Chen, Jun-xin ;
Zhu, Zhi-liang ;
Fu, Chong ;
Yu, Hai ;
Zhang, Li-bo .
COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2015, 20 (03) :846-860
[9]  
Chuang T. J., 1999, Pattern Recognition and Image Analysis, V9, P431
[10]   Cryptanalysis of a chaos-based image encryption algorithm [J].
Cokal, Cahit ;
Solak, Ercan .
PHYSICS LETTERS A, 2009, 373 (15) :1357-1360