An image encryption scheme based on an improved memristive neuron chaotic system

IF 2.6 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Physica Scripta Pub Date : 2024-09-11 DOI:10.1088/1402-4896/ad76e5
Yanzhang Wang
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Abstract

With fast-developing Internet and communication, the security transmission of image in network has become a research highlight. So far, researchers have designed a lot of image encryption methods based on chaotic models, some of them are not secure enough. To enhance security of image transmission on the network, in this paper, an image encryption method is developed from a 3D memeristive FitzHugh-Nagumo (FHN) neuron. First, a 3D memeristive FHN model is obtained by connecting a memeristor into a 2D FHN model, and dynamics for 3D FHN model are estimated by applying phase diagrams, bifurcation and Lyapunov exponent. Then, an image encryption algorithm is proposed by using this 3D model. Finally, security of encryption algorithm is estimated. Simulation results confirm the effectiveness of encryption scheme.
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基于改进型记忆神经元混沌系统的图像加密方案
随着互联网和通信的快速发展,图像在网络中的安全传输已成为研究重点。迄今为止,研究人员已经设计了很多基于混沌模型的图像加密方法,但其中一些方法不够安全。为了提高网络图像传输的安全性,本文从三维忆阻性 FitzHugh-Nagumo 神经元(FHN)出发,提出了一种图像加密方法。首先,通过在二维 FHN 模型中连接一个忆阻器得到三维忆阻性 FHN 模型,并通过相图、分岔和 Lyapunov 指数估算三维 FHN 模型的动力学。然后,利用该三维模型提出了一种图像加密算法。最后,对加密算法的安全性进行了评估。仿真结果证实了加密方案的有效性。
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来源期刊
Physica Scripta
Physica Scripta 物理-物理:综合
CiteScore
3.70
自引率
3.40%
发文量
782
审稿时长
4.5 months
期刊介绍: Physica Scripta is an international journal for original research in any branch of experimental and theoretical physics. Articles will be considered in any of the following topics, and interdisciplinary topics involving physics are also welcomed: -Atomic, molecular and optical physics- Plasma physics- Condensed matter physics- Mathematical physics- Astrophysics- High energy physics- Nuclear physics- Nonlinear physics. The journal aims to increase the visibility and accessibility of research to the wider physical sciences community. Articles on topics of broad interest are encouraged and submissions in more specialist fields should endeavour to include reference to the wider context of their research in the introduction.
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