提出了一种基于椭圆曲线、希尔伯特矩阵和混沌映射的图像加密方案,以提高通信系统的视觉情感性能

IF 2.8 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY
Saba Inam, Shamsa Kanwal, Sania Rashid, Fahima Hajjej, Monia Hamdi
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引用次数: 0

摘要

基于混沌的图像加密技术由于其产生高度复杂和不可预测的加密算法的潜力而受到关注。这些算法利用混沌系统的属性,这些属性对初始条件敏感,并表现出复杂的、不重复的行为,使它们成为加密目的的有吸引力的候选者。混沌系统的复杂动力学使得入侵者在没有正确的解密密钥的情况下很难预测或破解加密。使用分段线性混沌映射进行图像置换,给加密过程引入了非线性和随机性。此外,利用椭圆曲线和希尔伯特矩阵生成加密密钥带来了不同层次的复杂性。混沌逻辑映射通过生成对像素扩散至关重要的序列进一步有助于加密过程。为了保证所建议的加密机制的鲁棒性和安全性,进行了信息熵、直方图统计分析、像素相关性和敏感性分析等各种分析。通过这些分析的结果,很明显,这种提出的技术是一种有前途的方法来解决在公共网络上传输图像的安全问题。所提出的工作实现了高NPCR (99.63%), UACI(33.47%)和熵(7.9991),确保了对统计和差分攻击的弹性。通过与已有研究文献的比较,表明该算法是一种可靠、安全的实时图像加密系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A novel image encryption scheme based on elliptic curves, Hilbert matrices and chaotic maps for better visual sentimental performance of telecommunication systems

Chaos-based image encryption techniques have gained attention due to their potential for generating highly complex and unpredictable encryption algorithms. These algorithms leverage chaotic systems’ attributes, which are sensitive to initial conditions and exhibit complex, non-repeating behavior, enabling them attractive candidate for encryption purposes. The intricate dynamics of chaotic systems makes it difficult for intruders to predict or crack the encryption without the proper decryption key. The use of piecewise linear chaotic map for image permutation introduces nonlinearity and randomness to the encryption process. Additionally, utilizing an elliptic curve and a Hilbert matrix for generating the encryption key brings a different layer of complexity. The chaotic logistic map further contributes to the encryption process by generating a sequence crucial for diffusion of pixels. To guarantee that the suggested encryption mechanism is robust and secure, various analyses like information entropy, statistical analysis of histograms, pixel correlation and sensitivity analysis are carried out. Through the result of these analyses, it is evident that this proposed technique is a promising approach to address security concerns in transmitting images over public networks. The proposed work attains high NPCR (99.63%), UACI (33.47%) and entropy (7.9991) that ensures resilience against statistical and differential attacks. Comparing the suggested study with the literature existing research shows that it is a reliable and safe real-time image encryption system.

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来源期刊
The European Physical Journal Plus
The European Physical Journal Plus PHYSICS, MULTIDISCIPLINARY-
CiteScore
5.40
自引率
8.80%
发文量
1150
审稿时长
4-8 weeks
期刊介绍: The aims of this peer-reviewed online journal are to distribute and archive all relevant material required to document, assess, validate and reconstruct in detail the body of knowledge in the physical and related sciences. The scope of EPJ Plus encompasses a broad landscape of fields and disciplines in the physical and related sciences - such as covered by the topical EPJ journals and with the explicit addition of geophysics, astrophysics, general relativity and cosmology, mathematical and quantum physics, classical and fluid mechanics, accelerator and medical physics, as well as physics techniques applied to any other topics, including energy, environment and cultural heritage.
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