Digital image encryption algorithm design based on Genetic-hyperchaos

Na YANG

doi:10.3788/YJYXS20173206.0474

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Digital image encryption algorithm design based on Genetic-hyperchaos

Image Processing | 更新时间：2020-07-07

- Digital image encryption algorithm design based on Genetic-hyperchaos
- Chinese Journal of Liquid Crystals and Displays Vol. 32, Issue 6, Pages: 474-481(2017)
- 作者机构：
  
  北京科技大学天津学院, 天津 301830
- 作者简介：
- 基金信息：
- DOI：10.3788/YJYXS20173206.0474
  CLC： TN911.73
- Received：09 January 2017，
  
  Accepted：13 February 2017，
  
  Published：05 June 2017
- 稿件说明：
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Na YANG. Digital image encryption algorithm design based on Genetic-hyperchaos[J]. Chinese journal of liquid crystals and displays, 2017, 32(6): 474-481.
DOI：

Na YANG. Digital image encryption algorithm design based on Genetic-hyperchaos[J]. Chinese journal of liquid crystals and displays, 2017, 32(6): 474-481. DOI： 10.3788/YJYXS20173206.0474.

摘要

针对当前置乱-扩散图像加密算法在像素位置置乱过程中存在容易遭受选择明（密）文攻击问题，尝试利用混沌理论产生随机序列，再进行加密，加密过程中涉及的参数通过遗传寻优得到。此算法引入明文反馈机制到图像置乱过程中，使得置乱效果不仅与混沌初始序列有关，而且与明文本身也密切相关，实现了图像特性与加密算法的有机融合。而通过在扩散加密过程中引入了明文反馈机制，来提高算法对明文的敏感性和算法的抗选择明文及密文攻击性能，有效融合了图像的特征信息进行加密算法设计，使得加密算法某种程度上具有数据驱动特性。最后，通过实验和相关分析表明，该算法不仅可以有效抵御选择明文攻击、抵抗统计攻击及信息熵攻击，而且还有效提高了图像加密效率，实现图像安全传输。

Abstract

In view of the present chaotic image encryption algorithm based on scrambling-diffusion

it exists in the process of pixel position scrambling vulnerable to choose plaintext (ciphertext) attack

we put forward a image encryption algorithm based on genetic-super chaotic. This algorithm introduces the explicit feedback mechanism to the image scrambling process. Its scrambling effect is not only related to the initial sequence of chaos

but also closely related to the plaintext itself. Therefore

it implements the organic integration of image characteristics and encryption algorithms. In this paper

we add the explicit feedback mechanism in the process of diffusion encryption

which improves the sensitivity of the algorithm to plaintext

and it improves the anti-selection plaintext and ciphertext attack performance. So

it uses the feature information of the image to encrypt

it also has data-driven features. Finally

experimental simulation and theoretical analysis show that our proposed algorithm can not only effectively resist choose plaintext (ciphertext) attack and statistical attack resistance and information entropy attack

but also effectively improve the efficiency of image encryption. It is a relatively secure and effective way of image communication.

关键词

Keywords

references

LIU Y, TONG X J, HU S C. A family of new complex number chaotic maps based image encryption algorithm [J].Signal Processing: Image Communication, 2013, 28(10): 1548-1559.

GUAN Z H, HUANG F J, GUAN W J. Chaos-based image encryption algorithm [J].Physics Letters A, 2005, 346(1/3): 153-157.

WONG W T, SHIH F Y, SU T F. Thinning algorithms based on quadtree and octree representations [J].Information Sciences, 2006, 176(10): 1379-1394.

CHEN R J, HORNG S J. Novel SCAN-CA-based image security system using SCAN and 2-D von Neumann cellular automata [J]. Signal Processing: Image Communication, 2010, 25(6): 413-426.

XU X S, TANG Z, WANG J H. A method to improve the transiently chaotic neural network [J].Neurocomputing, 2005, 67: 456-463.

洛伦兹E N. 混沌的本质[M]. 刘式达, 刘式适, 严中伟, 译. 北京: 气象出版社, 1997: 68-76.

LORENZ E N. The Essence of Chaos [M]. LIU S D, LIU S S, YAN Z W, Trans. Beijing: Meteorological Press, 1997: 68-76. (in Chinese)

FRIDRICH J. Symmetric ciphers based on two-dimensional chaotic maps [J].International Journal of Bifurcation and Chaos, 1998, 8(6): 1259-1284.

CHEN G R, MAO Y B, CHUI C K.A symmetric image encryption scheme based on 3D chaotic cat maps [J]. Chaos, Solitons & Fractals, 2004, 21(3): 749-761.

LIAN S G, SHUN J S, WANG Z Q. A block cipher based on a suitable use of the chaotic standard map [J].Chaos, Soliton & Fractals, 2005, 26(1): 117-129.

WONG K W, KWOK B S H, LAW W S. A fast image encryption scheme based on chaotic standard map [J].Physics Letters A, 2008, 372(15): 2645-2652.

ZHU H G, ZHAO C, ZHANG X D. A novel image encryption-compression scheme using hyper-chaos and Chinese remainder theorem [J]. Signal Processing: Image Communication, 2013, 28(6): 670-680.

ALVAREZ G, LI S J. Cryptanalyzing a nonlinear chaotic algorithm (NCA) for image encryption [J].Communications in Nonlinear Science and Numerical Simulation, 2009, 14(11): 3743-3749.

GHEBLEH M, KANSO A, NOURA H. An image encryption scheme based on irregularly decimated chaotic maps [J].Signal Processing: Image Communication, 2014, 29(5): 618-627.

BANERJEE S, RONDONI L, MUKHOPADHYAY S, et al. Synchronization of spatiotemporal semiconductor lasers and its application in color image encryption [J]. Optics Communications, 2011, 284(9): 2278-2291.

PAREEK N K, PATIDAR V, SUD K K. Image encryption using chaotic logistic map [J]. Image and Vision Computing, 2006, 24(9): 926-934.

VOLOSA C K, KYPRIANIDIS I M, STOUBOULOS I N. Image encryption process based on chaotic synchronization phenomena [J].Signal Processing, 2013, 93(5): 1328-1340.

XIANG T, LIAO X F, TANG G P, et al. A novel block cryptosystem based on iterating a chaotic map [J]. Physics Letters A, 2006, 349(1/4): 109-115.

HOLLAND J H. Adaptation in Natural and Artificial Systems [M]. Cambridge: MIT Press, 1992.

GOLDBERG D E.Genetic Algorithms in Search, Optimization and Machine Learning [M]. Reading, Mass.: Addison-Wesley, 1989.

于海琦, 刘真, 田全慧.一种基于GA-BP神经网络结合PCA的LCD显示器光谱特征化模型[J].液晶与显示, 2016, 31(2):201-207.

YU H Q, LIU Z, TIAN Q H. Spectral characterization model of liquid crystal display based on GA-BP neural network and PCA [J]. Chinese Journal of Liquid Crystals and Displays, 2016, 31(2): 201-207. (in Chinese)

KRISHNAKUMAR K. Micro-genetic algorithms for stationary and non-stationary function optimization [C]//Proceedings of SPIE 1196, Intelligent Control and Adaptive Systems. Philadelphia, PA, United States: SPIE, 1989: 189-296.

MACLAY D, DOREY R E. Applying genetic search techniques to drivetrain modeling [J].IEEE Control Systems, 1993, 13(3): 50-55.

DAVIDOR Y.Genetic Algorithms and Robotics [M]. Singapore: Singapore World Scientific Publishing, 1991.

PARK J H. Adaptive synchronization of hyper chaotic Chen system with uncertain parameters [J].Chaos, Solitons & Fractals, 2005, 26(3): 959-964.

GAO T G, CHEN Z Q. A new image encryption algorithm based on hyper-chaos [J].Physics Letters A, 2008, 372(4): 394-400.

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