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《山东大学学报(理学版)》 ›› 2026, Vol. 61 ›› Issue (6): 118-126.doi: 10.6040/j.issn.1671-9352.0.2025.337

• • 上一篇    

一类五维忆阻混沌系统分析及其在图像加密的应用

王晨旭,曹海松*   

  1. 华北水利水电大学数学与统计学院, 河南 郑州 450045
  • 发布日期:2026-06-04
  • 通讯作者: 曹海松(1986— ),男,副教授,博士,研究方向为矩阵理论、复杂网络建模. E-mail:hscao@ncwu.edu.cn
  • 作者简介:王晨旭(1999— ),男,硕士研究生,研究方向为矩阵理论、动力系统及其应用. E-mail:wcxliubei@163.com*通信作者:曹海松(1986— ),男,副教授,博士,研究方向为矩阵理论、复杂网络建模. E-mail:hscao@ncwu.edu.cn
  • 基金资助:
    河南省高等学校重点科研项目计划支持(24B110007);河南省研究生教育改革与质量提升工程项目(YJS2025KC03,YJS2026AL002);华北水利水电大学研究生创新课题(NCWUYC-202416088);华北水利水电大学教改项目(2024XJGXM071)

Analysis of a class of five-dimensional memristive chaotic systems and application in image encryption

WANG Chenxu, CAO Haisong*   

  1. School of Mathematics and Statistics, North China University of Water Resources and Electric Power, Zhengzhou 450045, Henan, China
  • Published:2026-06-04

摘要: 随着数字网络中信息流的快速传输,图像作为关键信息载体,在传输过程中面临着严峻的安全威胁。本文通过在一个四维混沌系统中引入双曲正切忆阻器模型,构建一个新型的五维忆阻混沌系统。首先,通过吸引子相图、耗散性、平衡点稳定性、分岔图和Lyapunov指数等指标系统地分析该系统的动力学特性,结果表明该系统表现出丰富的超混沌行为。其次,将该混沌系统与图像加密算法相结合,设计一种基于置乱-扩散架构的新型加密方案。最后,对该加密算法进行全面的安全性分析。实验结果表明,该算法能够有效抵御多种攻击,具有较高的安全性。

关键词: 忆阻器, 混沌系统, 图像加密, 安全性分析

Abstract: With the rapid transmission of information flow in digital networks, images, as key information carriers, face severe security threats during transmission. This paper introduces a hyperbolic tangent memristor model into a four-dimensional chaotic system to construct a novel five-dimensional memristor chaotic system. Firstly, the dynamical characteristics of the system are systematically analyzed from aspects such as attractor phase diagrams, dissipation, stability of equilibrium points, bifurcation diagrams, and Lyapunov exponents. The research results show that the system exhibits rich hyperchaotic behaviors. Subsequently, the chaotic system is combined with an image encryption algorithm to design a new encryption scheme based on the scrambling-diffusion architecture. Finally, a comprehensive security analysis of the encryption algorithm is conducted. The experimental results demonstrate that the algorithm can effectively resist various attacks and has high security.

Key words: memristor, chaotic system, image encryption, security analysis

中图分类号: 

  • O174
[1] CHUA L. Memristor-the missing circuit element[J]. IEEE Transactions on Circuit Theory, 1971, 18(5):507-519.
[2] GAO B, ZHOU Y, ZHANG Q, et al. Memristor-based analogue computing for brain-inspired sound localization with in situ training[J]. Nature Communications, 2022, 13:2026.
[3] ARMENDAREZ N X, MOHAMED A S, DHUNGEL A, et al. Brain-inspired reservoir computing using memristors with tunable dynamics and short-term plasticity[J]. ACS Applied Materials & Interfaces, 2024, 16(5):6176-6188.
[4] YANG Y L, SUN B, MAO S S, et al. Biomedical applications of sensing devices with memristive behaviors[J]. Journal of Materials Chemistry C, 2024, 12(35):13762-13783.
[5] KANG Y, ZHAI X Y, YANG Q, et al. Conductive dendrite engineering of single-crystalline two-dimensional dielectric memristors[J]. The Innovation, 2025, 6(6):100885.
[6] ZAHID M, REHMAN Z U, SHOAIB S, et al. Analytic solutions and multi-stable chaotic dynamics in perturbed and unperturbed nonlinear electromagnetic wave systems for engineering applications[J]. Results in Engineering, 2025, 26:105366.
[7] LI H M, YANG Y F, LI W, et al. Extremely rich dynamics in a memristor-based chaotic system[J]. The European Physical Journal Plus, 2020, 135(7):579.
[8] KAMDEM T S, DJUIDJE K G, KENGNE J. On the dynamics of a new memristive diode emulator-based Chuas circuit[J]. Physica Scripta, 2023, 98(10):105209.
[9] LIU D X, YU G F, ZHAO Y Z, et al. A novel scheme for constructing grid multi-scroll chaotic systems applied to image encryption[J]. Nonlinear Dynamics, 2025, 113(16):21925-21949.
[10] ZHOU L L, LIN Z Q, TAN F, et al. Multi-image encryption based on new two-dimensional hyperchaotic model via cyclic shift coding of deoxyribonucleic acid[J]. Expert Systems with Applications, 2025, 281:127475.
[11] ZHAO J J, SUN X, SUN B C, et al. Cross-channel image encryption algorithm on the basis of a conservative hyperchaotic system[J]. PhysicaScripta, 2024, 99(7):075251.
[12] 周雯静,张付臣,陈修素,等. 一类忆阻混沌系统的动力学分析[J/OL]. 复杂系统与复杂性科学. https://link.cnki.net/urlid/37.1402.N.20240624.1734.002. ZHOU Wenjing, ZHANG Fuchen, CHEN Xiusu, et al. Dynamical analysis of a class of memristor chaotic systems[J/OL]. Complex Systems and Complexity Science. https://link.cnki.net/urlid/37.1402.N.20240624.1734.002.
[13] 李平,夏磊,范义刚,等. 五维磁控忆阻器混沌系统及其图像加密应用[J]. 复杂系统与复杂性科学,2025,22(3):42-48. LI Ping, XIA Lei, FAN Yigang, et al. Five-dimensional magnetically controlled memristor chaotic system and its application to image encryption[J]. Complex Systems and Complexity Science, 2025, 22(3):42-48.
[14] 孙绍泽,李锦屏,李新颖. 基于广义忆阻器的 Lü超混沌系统分析及其应用[J]. 兰州大学学报(自然科学版),2023,59(3):387-397. SUN Shaoze, LI Jinping, LI Xinying. Analysis and application of the Lü hyperchaotic system based on generalized memristor[J]. Journal of Lanzhou University(Natural Sciences), 2023, 59(3):387-397.
[15] YAO M, DENG H W, CHEN Z, et al. Efficient and secure image compression and encryption based on compressive sensing and four-dimensional hyperchaotic system[J]. Information Sciences, 2025, 719:122430.
[16] YAN S H, JIANG D F, CUI Y, et al. A fractional-order hyperchaotic system that is period in integer-order case and its application in a novel high-quality color image encryption algorithm[J]. Chaos, Solitons & Fractals, 2024, 182:114793.
[17] HOSNY K M, KAMAL S T, DARWISH M M. A color image encryption technique using block scrambling and chaos[J]. Multimedia Tools and Applications, 2022, 81(1):505-525.
[18] ALEXAN W, ELKANDOZ M, MASHALY M, et al. Color image encryption through chaos and KAA map[J]. IEEE Access, 2023, 11:11541-11554.
[19] ÇELIK H, DOGAN N. A hybrid color image encryption method based on extended logistic map[J]. Multimedia Tools and Applications, 2024, 83(5):12627-12650.
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[7] 罗欣荣, 项世军. 基于整数变换的加密图像可逆信息隐藏算法[J]. 山东大学学报(理学版), 2016, 51(9): 76-83.
[8] 王长弘,王林山. 基于忆阻器的S-分布时滞随机神经网络的均方指数稳定性[J]. 山东大学学报(理学版), 2016, 51(5): 130-135.
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[10] 杨叶红,肖剑*,马珍珍. 一个新分数阶混沌系统的同步和控制[J]. 山东大学学报(理学版), 2014, 49(2): 76-83.
[11] 张成亮1, 胡春华1, 王忠林1,2. 三系统自动切换混沌电路的设计与实现[J]. J4, 2012, 47(8): 108-113.
[12] 张伟强,刘扬正*. 统一超混沌系统的构建与电路实现[J]. J4, 2011, 46(7): 30-34.
[13] 王忠林1,邓 斌2,侯承玺2,姚福安2. 四翼Liu混沌系统的设计与电路实现[J]. J4, 2010, 45(11): 43-46.
[14] 王忠林 姚福安 李祥峰. 基于FPGA的一个超混沌系统设计与电路实现[J]. J4, 2008, 43(12): 93-96.
[15] 刘汝军,曹玉霞,周 平 . 利用小反馈实现离散非线性混沌系统的反控制[J]. J4, 2007, 42(7): 30-32 .
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