Delayed chaotic image encryption algorithm using cross-layer and DNA coding techniques

IF 4.1 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Computer Standards & Interfaces Pub Date : 2025-01-31 DOI:10.1016/j.csi.2025.103974
Chaofeng Zhao , Zhibo Zhai , Bo Zeng
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Abstract

This work presents a grayscale image encryption algorithm based on delayed chaotic system, and DNA coding with cross-layer techniques, which mainly includes random sequences generation, DNA encoding and decoding, DNA cross-layer confusion operations, pixels cross-layer diffusion. Concrete, firstly, information entropy and the correlation values of original images are combined as the initial value of the delay chaotic system, establishing the relationship between original images and the delayed chaotic system and enhance the relationship between the encrypted images and original images to resist chosen-plaintext and known-plaintext attacks. Secondly, after coding the pixels of images by DNA rules, cross-layer techniques are designed to rearrange the positions of all DNA coding elements using the corresponding the delayed chaotic sequence matrices to achieve confusion effects. Finally, the DNA decoded pixels are divided into four blocks (layers), combining with the state sequences of the delayed chaotic system for cross-layer diffusion operations to complete the final image encryption. The presented image encryption algorithm using cross-layer and DNA coding techniques has considerable advantages compared with the same type of DNA chaotic encryption algorithms, such as key space and sensitivity, information entropy, UPCR and UACI values, efficiency, etc., thus verifying that the delayed chaotic system is conducive to the improvement of information security.
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本作品提出了一种基于延迟混沌系统的灰度图像加密算法,并采用跨层技术进行DNA编码,主要包括随机序列生成、DNA编解码、DNA跨层混淆运算、像素跨层扩散等。具体来说,首先,结合原始图像的信息熵和相关值作为延迟混沌系统的初始值,建立原始图像与延迟混沌系统之间的关系,增强加密图像与原始图像之间的关系,抵御选择纯文本和已知纯文本攻击。其次,利用 DNA 规则对图像像素进行编码后,设计跨层技术,利用相应的延迟混沌序列矩阵重新排列所有 DNA 编码元素的位置,以达到混淆效果。最后,DNA解码后的像素被分成四个区块(层),结合延迟混沌系统的状态序列进行跨层扩散操作,完成最终的图像加密。本文提出的采用跨层和DNA编码技术的图像加密算法与同类型的DNA混沌加密算法相比,在密钥空间和灵敏度、信息熵、UPCR和UACI值、效率等方面具有相当大的优势,从而验证了延迟混沌系统有利于提高信息安全。
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来源期刊
Computer Standards & Interfaces
Computer Standards & Interfaces 工程技术-计算机:软件工程
CiteScore
11.90
自引率
16.00%
发文量
67
审稿时长
6 months
期刊介绍: The quality of software, well-defined interfaces (hardware and software), the process of digitalisation, and accepted standards in these fields are essential for building and exploiting complex computing, communication, multimedia and measuring systems. Standards can simplify the design and construction of individual hardware and software components and help to ensure satisfactory interworking. Computer Standards & Interfaces is an international journal dealing specifically with these topics. The journal • Provides information about activities and progress on the definition of computer standards, software quality, interfaces and methods, at national, European and international levels • Publishes critical comments on standards and standards activities • Disseminates user''s experiences and case studies in the application and exploitation of established or emerging standards, interfaces and methods • Offers a forum for discussion on actual projects, standards, interfaces and methods by recognised experts • Stimulates relevant research by providing a specialised refereed medium.
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