Color image encryption scheme based on 5D fractional-order complex chaotic system and eight-base DNA cubes

IF 7.5 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Liming Wu , Zijian Tian , Wei Chen
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引用次数: 0

Abstract

With the rapid development of information technology, the secure transmission of color images has become an urgent problem. In order to overcome this problem, this paper proposes a high-security color image encryption algorithm. First, a five-dimensional fractional-order complex chaotic system is designed, and its dynamics are comprehensively analyzed from the perspectives of Lyapunov exponent spectrum, bifurcation diagram, and phase diagram. The results prove that the system has good chaotic characteristics. Second, a dynamic Arnold scrambling algorithm is designed, which dynamically generates scrambling parameters by calculating the pixel values of each channel of an image. Then, combined the eight-base DNA coding scheme with a three-dimensional cube structure, a space rotation-based scrambling method and a diffusion method integrating DNA mutation and crossover operations were designed under chaotic sequence control, thereby enhancing the nonlinearity and security of the encryption system. Finally, simulation experiments and security analysis indicate that the proposed color image encryption scheme provides high security and strong key sensitivity. It effectively scrambles pixel distributions, demonstrating robustness against statistical, noise, and cropping attacks, while maintaining efficient computational performance. These results demonstrate its effectiveness for secure digital image transmission.
基于5D分数阶复杂混沌系统和八碱基DNA立方体的彩色图像加密方案
随着信息技术的飞速发展,彩色图像的安全传输已成为一个亟待解决的问题。为了克服这一问题,本文提出了一种高安全性的彩色图像加密算法。首先,设计了一个五维分数阶复杂混沌系统,并从李雅普诺夫指数谱、分岔图和相图的角度对其动力学进行了综合分析。结果表明,该系统具有良好的混沌特性。其次,设计了一种动态Arnold置乱算法,通过计算图像各通道的像素值,动态生成置乱参数;然后,将八碱基DNA编码方案与三维立方体结构相结合,在混沌序列控制下设计了基于空间旋转的置乱方法和融合DNA突变和交叉操作的扩散方法,增强了加密系统的非线性和安全性。最后,仿真实验和安全性分析表明,所提出的彩色图像加密方案具有较高的安全性和较强的密钥灵敏度。它有效地打乱了像素分布,展示了对统计、噪声和裁剪攻击的鲁棒性,同时保持了高效的计算性能。实验结果证明了该算法在数字图像安全传输中的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Expert Systems with Applications
Expert Systems with Applications 工程技术-工程:电子与电气
CiteScore
13.80
自引率
10.60%
发文量
2045
审稿时长
8.7 months
期刊介绍: Expert Systems With Applications is an international journal dedicated to the exchange of information on expert and intelligent systems used globally in industry, government, and universities. The journal emphasizes original papers covering the design, development, testing, implementation, and management of these systems, offering practical guidelines. It spans various sectors such as finance, engineering, marketing, law, project management, information management, medicine, and more. The journal also welcomes papers on multi-agent systems, knowledge management, neural networks, knowledge discovery, data mining, and other related areas, excluding applications to military/defense systems.
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