An Innovative Image Encryption Algorithm Based on the DNAS_box and Hyperchaos.

IF 2.1 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY
Entropy Pub Date : 2025-02-26 DOI:10.3390/e27030239
Da Qiu, Tingting Zhang, Jingyi Liu, Song Liu, Peiyu He
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引用次数: 0

Abstract

This study proposes an innovative image encryption algorithm based on the DNAS_box and hyperchaos. The algorithm dynamically constructs a DNAS_box using 2-bit deoxyribonucleic acid (DNA) coding and 4-bit DNA-like coding, enabling seamless conversion between these two coding schemes. The implementation process comprises four key phases. First, a hyperchaotic system generates chaotic sequences while dynamically encoding the plaintext image according to DNA coding rules. Next, the 2-bit DNA keys undergo encoding before performing XOR operations with the encoded plaintext image. Subsequently, under chaotic sequence control, the DNAS_box transforms 2-bit DNA symbols into 4-bit DNA-like symbols. Finally, XOR operations are executed between the 4-bit DNA-like symbols and corresponding DNA-like keys, producing a 4-bit DNA-like symbol sequence. This sequence is dynamically decoded under chaotic sequence guidance to generate the ciphertext image. The algorithm's effectiveness is validated through MATLAB-based numerical simulations, with experimental results confirming its robust security performance. Notably, the algorithm demonstrates a key space of approximately 10145, an NPCR exceeding 99.5%, and ciphertext entropy surpassing 7.997.

本研究提出了一种基于 DNAS_box 和 hyperchaos 的创新图像加密算法。该算法使用 2 位脱氧核糖核酸(DNA)编码和 4 位类 DNA 编码动态构建 DNAS_box,实现这两种编码方案之间的无缝转换。实施过程包括四个关键阶段。首先,超混沌系统根据 DNA 编码规则对明文图像进行动态编码,同时生成混沌序列。接着,在与编码后的明文图像进行XOR运算之前,对2位DNA密钥进行编码。随后,在混沌序列控制下,DNAS_box 将 2 位 DNA 符号转换为 4 位 DNA 类符号。最后,在 4 位 DNA 样式符号和相应的 DNA 样式密钥之间执行 XOR 运算,产生一个 4 位 DNA 样式符号序列。该序列在混沌序列引导下动态解码,生成密文图像。基于 MATLAB 的数值模拟验证了该算法的有效性,实验结果证实了其强大的安全性能。值得注意的是,该算法的密钥空间约为 10145,NPCR 超过 99.5%,密文熵超过 7.997。
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来源期刊
Entropy
Entropy PHYSICS, MULTIDISCIPLINARY-
CiteScore
4.90
自引率
11.10%
发文量
1580
审稿时长
21.05 days
期刊介绍: Entropy (ISSN 1099-4300), an international and interdisciplinary journal of entropy and information studies, publishes reviews, regular research papers and short notes. Our aim is to encourage scientists to publish as much as possible their theoretical and experimental details. There is no restriction on the length of the papers. If there are computation and the experiment, the details must be provided so that the results can be reproduced.
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