Investigation of coupled map lattice as a diffusion model for enhanced image security

An image encryption model as a diffusion model for image encryption is proposed using coupled map lattice. It incorporates mixing process based on pseudo random number generator to ensure shuffling even if all image pixels are same. Further, Confusion is based on intertwining logistic map to enhance sensitivity with respect to key or data. Finally, coupled map lattice based diffusion model is used to modify the image pixels such that even a small change in one pixel of the original image affects most of the pixels in encrypted image. The proposed hybrid encryption model enhances security and provides negligible correlation among pixels of cipher image and high NPCR, UACI scores. The performance matrices of the proposed diffusion model enhance the performance as compared with other diffusion models used in image encryption methods.

[1]  Nikolaos G. Bourbakis,et al.  A general quantitative cryptanalysis of permutation-only multimedia ciphers against plaintext attacks , 2008, Signal Process. Image Commun..

[2]  Kwok-Tung Lo,et al.  Optimal quantitative cryptanalysis of permutation-only multimedia ciphers against plaintext attacks , 2011, Signal Process..

[3]  Xingyuan Wang,et al.  Color image encryption using spatial bit-level permutation and high-dimension chaotic system , 2011 .

[4]  Sos S. Agaian,et al.  Local Shannon entropy measure with statistical tests for image randomness , 2013, Inf. Sci..

[5]  Yushu Zhang,et al.  Breaking an image encryption algorithm based on hyper-chaotic system with only one round diffusion process , 2014, Nonlinear Dynamics.

[6]  Xiangjun Wu,et al.  A New Color Image Encryption Scheme Using CML and a Fractional-Order Chaotic System , 2015, PloS one.

[7]  Zhang Hao,et al.  Application of coupled map lattice with parameter q in image encryption , 2017 .

[8]  Guanrong Chen,et al.  Security Analysis of Some Diffusion Mechanisms Used in Chaotic Ciphers , 2017, Int. J. Bifurc. Chaos.

[9]  Frederico G. Guimarães,et al.  Medical image encryption using a hybrid model of modified genetic algorithm and coupled map lattices , 2018, Optics and Lasers in Engineering.

[10]  Fatih Özkaynak,et al.  Brief review on application of nonlinear dynamics in image encryption , 2018, Nonlinear Dynamics.

[11]  Kwok-Wo Wong,et al.  On the Security of a Class of Diffusion Mechanisms for Image Encryption , 2015, IEEE Transactions on Cybernetics.

[12]  Manish Kumar,et al.  Securing images with a diffusion mechanism based on Fractional Brownian Motion , 2018, J. Inf. Secur. Appl..

[13]  Xiangjun Wu,et al.  Color image DNA encryption using NCA map-based CML and one-time keys , 2018, Signal Process..