• ISSN 0258-2724
  • CN 51-1277/U
  • EI Compendex
  • Scopus
  • Indexed by Core Journals of China, Chinese S&T Journal Citation Reports
  • Chinese S&T Journal Citation Reports
  • Chinese Science Citation Database
Volume 56 Issue 6
Dec.  2021
Turn off MathJax
Article Contents
WANG Yong, JIANG Gongkun, YIN Enmin. Image Encryption Based on 2D Coupled Map Lattices[J]. Journal of Southwest Jiaotong University, 2021, 56(6): 1337-1345, 1354. doi: 10.3969/j.issn.0258-2724.20200331
Citation: WANG Yong, JIANG Gongkun, YIN Enmin. Image Encryption Based on 2D Coupled Map Lattices[J]. Journal of Southwest Jiaotong University, 2021, 56(6): 1337-1345, 1354. doi: 10.3969/j.issn.0258-2724.20200331

Image Encryption Based on 2D Coupled Map Lattices

doi: 10.3969/j.issn.0258-2724.20200331
  • Received Date: 27 May 2020
  • Rev Recd Date: 16 Oct 2020
  • Available Online: 26 Sep 2021
  • Publish Date: 05 Nov 2020
  • Piecewise Logistic map (PLM) is introduced into 2D coupled map lattices (2DCML) model to face a tradeoff between complexity and efficiency of chaotic systems, and a transformation method based on transient status values is used to make the output sequence of the model obey a uniform distribution. Then, the T2DCML model is built. According to the T2DCML model, an image encryption algorithm is proposed, in which encryption algorithm, the pseudo-random sequence output by the model is used to construct two elementary transformation matrices and the image is scrambled by the matrices. Then, the bits of the state value are extracted from the model to construct an integer sequence and the scrambled image is diffused by the integer sequence. Finally, the encrypted image is produced by multi-rounds of confusion and diffusion. Simulation experiments and performance analysis show that the absolute average correlation coefficient of the algorithm is 0.001 3, the information entropy is 7.999 3, and the number of pixel change rate (NPCR) and the unified average change intensity (UACI) is 99.63% and 33.60%, respectively, revealing that the algorithm can effectively meet the needs of the safe transmission of images in the network.

     

  • loading
  • [1]
    GARCIA-BOSQUE M, DÍEZ-SEÑORANS G, PÉREZ-RESA A, et al. A 1 gbps chaos-based stream cipher implemented in 0.18 μm CMOS technology[J]. Electronics, 2019, 8(6): 623. doi: 10.3390/electronics8060623
    [2]
    TEH J S, TAN K J, ALAWIDA M. A chaos-based keyed hash function based on fixed point representation[J]. Cluster Computing, 2019, 22(2): 649-660. doi: 10.1007/s10586-018-2870-z
    [3]
    ÖZKAYNAK F. Construction of robust substitution boxes based on chaotic systems[J]. Neural Computing and Applications, 2019, 31(8): 3317-3326. doi: 10.1007/s00521-017-3287-y
    [4]
    ZHANG Y. The fast image encryption algorithm based on lifting scheme and chaos[J]. Information Sciences, 2020, 520: 177-194. doi: 10.1016/j.ins.2020.02.012
    [5]
    ZHOU Minjun, WANG Chunhua. A novel image encryption scheme based on conservative hyperchaotic system and closed-loop diffusion between blocks[J]. Signal Processing, 2020, 171: 107484.1-107484.14.
    [6]
    FARAH M A B, GUESMI R, KACHOURI A, et al. A novel chaos based optical image encryption using fractional Fourier transform and DNA sequence operation[J]. Optics & Laser Technology, 2020, 121: 105777.1-105777.9.
    [7]
    张健,霍达. 基于混沌系统和DNA编码的量子图像加密算法[J]. 西南交通大学学报,2018,53(6): 1142-1149. doi: 10.3969/j.issn.0258-2724.2018.06.008

    ZHANG Jian, HUO Da. Quantum image encryption algorithm based on chaotic system and DNA coding[J]. Journal of Southwest Jiaotong University, 2018, 53(6): 1142-1149. doi: 10.3969/j.issn.0258-2724.2018.06.008
    [8]
    XU Lu, ZHI Li, JIAN Li, et al. A novel bit-level image encryption algorithm based on chaotic maps[J]. Optics and Lasers in Engineering, 2016, 78: 17-25. doi: 10.1016/j.optlaseng.2015.09.007
    [9]
    YE Guodong. A block image encryption algorithm based on wave transmission and chaotic systems[J]. Nonlinear Dynamics, 2014, 75(3): 417-427. doi: 10.1007/s11071-013-1074-6
    [10]
    HUANG Xiaoling, YE Guodong. An image encryption algorithm based on hyper-chaos and DNA sequence[J]. Multimedia Tools and Applications, 2014, 72(1): 57-70. doi: 10.1007/s11042-012-1331-6
    [11]
    NEPOMUCENO E G, NARDO L G, ARIAS-GARCIA J, et al. Image encryption based on the pseudo-orbits from 1D chaotic map[J]. Chaos:an Interdisciplinary Journal of Nonlinear Science, 2019, 29(6): 061101.1-061101.8. doi: 10.1063/1.5099261
    [12]
    ALAWIDA M, TEH J S, SAMSUDIN A, et al. An image encryption scheme based on hybridizing digital chaos and finite state machine[J]. Signal Processing, 2019, 164: 249-266. doi: 10.1016/j.sigpro.2019.06.013
    [13]
    GOPALAKRISHNAN T, RAMAKRISHNAN S. Image encryption using hyper-chaotic map for permutation and diffusion by multiple hyper-chaotic maps[J]. Wireless Personal Communications, 2019, 109(1): 437-454. doi: 10.1007/s11277-019-06573-x
    [14]
    张健,霍达. 基于混沌系统的量子彩色图像加密算法[J]. 西南交通大学学报,2019,54(2): 421-427.

    ZHANG Jian, HUO Da. Quantum colour image encryption algorithm based on chaotic systems[J]. Journal of Southwest Jiaotong University, 2019, 54(2): 421-427.
    [15]
    WANG Xingyuan, ZHAO Hongyu, HOU Yutao, et al. Chaotic image encryption algorithm based on pseudo-random bit sequence and DNA plane[J]. Modern Physics Letters B, 2019, 33(22): 1950263.1-1950263.24. doi: 10.1142/S0217984919502634
    [16]
    GAYATHRI J, SUBASHINI S. A spatiotemporal chaotic image encryption scheme based on self adaptive model and dynamic keystream fetching technique[J]. Multimedia Tools and Applications, 2018, 77(19): 24751-24787. doi: 10.1007/s11042-018-5675-4
    [17]
    WEN Heping, YU Simin, LÜ Jinhu. Breaking an image encryption algorithm based on DAN encoding and spatiotemporal chaos[J]. Entropy, 2019, 21(3): 246. doi: 10.3390/e21030246
    [18]
    WANG Yong, LIU Zhaolong, MA Jianbin, et al. A pseudorandom number generator based on piecewise logistic map[J]. Nonlinear Dynamics, 2016, 83(4): 2373-2391. doi: 10.1007/s11071-015-2488-0
    [19]
    王永,赵毅,GAO J,等. 基于分段Logistic映射的二维耦合映像格子模型的密码学相关特性分析[J]. 电子学报,2019,47(3): 657-663.

    WANG Yong, ZHAO Yi, GAO J, et al. Cryptographic feature analysis on 2D coupled map lattices based on piecewise logistic map[J]. Acta Electronica Sinica, 2019, 47(3): 657-663.
    [20]
    李佩玥,石俊霞,郭嘉亮,等. 一种混沌伪随机序列均匀化普适算法的改进[J]. 电子学报,2015,43(4): 753-759. doi: 10.3969/j.issn.0372-2112.2015.04.018

    LI Peiyue, SHI Junxia, GUO Jialiang, et al. Improvement of a universal algorithm for uniformization of chaotic pseudo-random sequences[J]. Acta Electronica Sinica, 2015, 43(4): 753-759. doi: 10.3969/j.issn.0372-2112.2015.04.018
    [21]
    WANG Xiaomin, ZHANG Jiashu. An image scrambling encryption using chaos-controlled Poker shuffle operation[C]//2008 International Symposium on Biometrics and Security Technologies. Isalambad: IEEE, 2008: 1-6.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Figures(9)  / Tables(6)

    Article views(384) PDF downloads(22) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return