Image encryption using dynamic S-boxes generated using elliptic curve points and chaotic system

IF 3.8 2区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Journal of Information Security and Applications Pub Date : 2024-05-22 DOI:10.1016/j.jisa.2024.103793
Laiphrakpam Dolendro Singh , Akash Lahoty , Chanubala Devi , Deepjoy Dey , Punyabrat Saikai , Khumukcham Sonam Devi , Khoirom Motilal Singh
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Abstract

Images play a vital role in almost all sectors, including medical, video conferencing, weather forecasting, military applications, and most common social media applications. Today’s proliferating technology provides attackers an opportunity to breach and access confidential data that are not enciphered or weakly secured. There is a massive requirement for a robust image cryptosystem for the secure transmission of confidential images over an insecure network. Here, we present an encryption technique to encipher images using dynamic substitution boxes (S-boxes) generated by a chaotic system and the points from an elliptic curve over a finite field. The dynamic S-boxes generation depends on a key obtained from the hash value using Secure Hash Algorithm-512 (SHA512). Each different image generates different S-boxes making it immune to known-plaintext attacks. The input image pixels are permuted and substituted using dynamic permutation tables and dynamics S-boxes. The mean of S-box security analyses such as non-linearity, strict avalanche criterion, bit independent criterion, differential approximation probability, and linear approximation is obtained as 104, 0.510294, 0.51145, 0.046875, and 0.083252 respectively. The generated S-boxes using the proposed method meet the standards of secure S-boxes. The cipher output images produced by the proposed methodology are also examined using statistical and security analyses. The proposed method can resist cipher-text-only attacks and has a large keyspace of 512 bits to withstand a probabilistic or deterministic attack on the elliptic curve discrete logarithmic problems such as baby-step, giant-step attack, and Pollard’s rho attack. The strength of the generated cipher image using the proposed method is substantiated by tests such as the National Institute of Standards and Technology randomness test, the local entropy, correlation analysis, and differential analysis. Comparisons are made with some of the related existing state-of-the-art methods and turn out to be on par or better with the other compared methods.

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利用椭圆曲线点和混沌系统生成的动态 S 框进行图像加密
图像几乎在所有领域都发挥着重要作用,包括医疗、视频会议、天气预报、军事应用和最常见的社交媒体应用。当今技术的不断发展为攻击者提供了入侵和访问未加密或加密薄弱的机密数据的机会。为了在不安全的网络上安全传输机密图像,我们需要一个强大的图像加密系统。在这里,我们提出了一种加密技术,利用由混沌系统和有限域上椭圆曲线的点生成的动态置换盒(S-boxes)对图像进行加密。动态 S-boxes 的生成取决于使用安全哈希算法-512(SHA512)从哈希值中获得的密钥。每幅不同的图像都会生成不同的 S-box,从而避免了已知纯文本攻击。输入的图像像素通过动态置换表和动态 S-box 进行置换和替换。S-box 安全性分析(如非线性、严格雪崩准则、比特独立准则、差分逼近概率和线性逼近)的平均值分别为 104、0.510294、0.51145、0.046875 和 0.083252。利用所提方法生成的 S-box 符合安全 S-box 的标准。此外,还使用统计和安全分析方法检验了拟议方法生成的密码输出图像。所提出的方法可以抵御纯密码文本攻击,并具有 512 比特的大密钥空间,可以抵御对椭圆曲线离散对数问题的概率或确定性攻击,如婴儿步攻击、巨步攻击和 Pollard's rho 攻击。美国国家标准与技术研究院随机性测试、局部熵、相关性分析和差分分析等测试证实了使用所提方法生成的密码图像的强度。与现有的一些相关先进方法进行了比较,结果表明该方法与其他比较方法相当或更好。
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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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