Color image encryption algorithm based on hybrid chaos and layered strategies

IF 3.8 2区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Journal of Information Security and Applications Pub Date : 2024-12-02 DOI:10.1016/j.jisa.2024.103921
YongHui Huang, QiLin Zhang, YongBiao Zhao
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Abstract

As the need for information security grows, chaotic system-based digital image encryption algorithms have gained considerable interest in recent years. However, many existing algorithms rely solely on a single chaotic mapping for pixel or bit-plane encryption. While these methods provide a certain level of security, there is still room for improvement, particularly in enhancing encryption depth. This paper proposes a color image encryption algorithm based on hybrid chaos and layered strategies to address this issue. First, We confirm the strong chaotic behavior of the newly introduced Chebyshev–Tent (CT) mapping through a detailed analysis of its chaotic properties, including the Lyapunov exponent, bifurcation diagram, NIST SP 800-22 test, sample entropy analysis, 0–1 test analysis, and sensitivity to initial conditions. The chaotic sequences generated by CT and Sine-Tent-Cosine (STC) mapping are then jointly incorporated into the scrambling and diffusion processes. Furthermore, to enhance the randomness of the scrambling process, we present a chaotic Fisher–Yates scrambling algorithm based on chaotic sequences to scramble different layers of the image. This layered encryption approach, which combines the advantages of multiple chaotic mappings, not only improves encryption depth but also increases complexity across different image dimensions. The experimental results and security assessments demonstrate the robustness and reliability of the proposed algorithm.
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基于混合混沌和分层策略的彩色图像加密算法
随着信息安全需求的增长,基于混沌系统的数字图像加密算法近年来受到了广泛关注。然而,许多现有的算法仅依赖于单个混沌映射来进行像素或位平面加密。虽然这些方法提供了一定程度的安全性,但仍有改进的余地,特别是在增强加密深度方面。针对这一问题,本文提出了一种基于混合混沌和分层策略的彩色图像加密算法。首先,我们通过对新引入的Chebyshev-Tent (CT)映射的混沌性质的详细分析,包括Lyapunov指数、分岔图、NIST SP 800-22测试、样本熵分析、0-1测试分析和对初始条件的敏感性,证实了其强混沌行为。然后将CT和STC (sin - tent - cos)映射生成的混沌序列联合纳入置乱和扩散过程。此外,为了增强置乱过程的随机性,提出了一种基于混沌序列的混沌Fisher-Yates置乱算法,对图像的不同层进行置乱。这种分层加密方法结合了多重混沌映射的优点,不仅提高了加密深度,而且增加了不同图像维度的复杂度。实验结果和安全性评估证明了该算法的鲁棒性和可靠性。
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
Journal of Information Security and Applications
Journal of Information Security and Applications Computer Science-Computer Networks and Communications
CiteScore
10.90
自引率
5.40%
发文量
206
审稿时长
56 days
期刊介绍: Journal of Information Security and Applications (JISA) focuses on the original research and practice-driven applications with relevance to information security and applications. JISA provides a common linkage between a vibrant scientific and research community and industry professionals by offering a clear view on modern problems and challenges in information security, as well as identifying promising scientific and "best-practice" solutions. JISA issues offer a balance between original research work and innovative industrial approaches by internationally renowned information security experts and researchers.
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