利用拉普拉斯变换的弹性图像加密方案

IF 5 3区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Fariha Nawaz , Saba Inam , Shamsa Kanwal , Shaha Al-Otaibi , Fahima Hajjej
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引用次数: 0

摘要

由于图像处理技术的进步,图像加密在密码学中的重要性急剧上升。我们的研究利用先进的图像处理技术和基于置换的 S-box 生成技术,提出了一种新型图像加密技术。利用正弦级数展开,我们实现了适用于各个领域的伪随机值分布。我们计算符号元的拉普拉斯变换的系统方法确保了更高的安全性。这项研究整合了核心加密原理:置换、替换、随机性、符号运算和循环加密。所提出的密码系统具有模块化特性,可根据特定的密码需求进行调整和定制,从而提高整体安全性。我们在改进密钥生成、引入随机性和增加操作复杂性方面所做的努力推动了安全加密系统的进步。综合分析包括密钥灵敏度、密钥空间、信息熵(IE)、直方图相关性、像素变化率(NPCR)、峰值信号噪声比(PSNR)、统一平均变化强度(UACI)以及均方误差(MSE)和结构相似性指数测量(SSIM)等相似性评估,这些都验证了我们加密方案的效率。我们的成果超越了以往的努力,为卓越的密码学研究树立了新的标准。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A resilient image encryption scheme using Laplace transform

The importance of image encryption in cryptography has surged due to advancement in image processing technology. Our research presents a novel image encryption technique using advanced image processing and permutation-based S-box generation. Utilizing a sine series expansion, we achieve a pseudorandom distribution of values applicable across various fields. Our systematic method for computing the Laplace transform of symbolic metrices ensures enhanced security. This study integrates core cryptographic principles: permutation, substitution, randomness, symbolic operations, and cyclic encryption. The proposed cryptosystem’s modular nature allows adaptability and customization for specific cryptographic needs, enhancing overall security. Our efforts to improve key generation, introduce randomness, and increase operational complexity drive advancements in secure cryptographic systems. Comprehensive analysis, including key sensitivity, key space, Information Entropy(IE), histogram correlation, Number of Pixel Change Rate (NPCR), Peak Signal Noise Ratio(PSNR), Unified Average Changing Intensity (UACI), and similarity assessments like Mean Square Error (MSE) and Structural Similarity Index Measure (SSIM),

Validate the efficiency of our encryption scheme. Our results surpass previous efforts, setting a new standard in cryptographic research excellence.

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来源期刊
Egyptian Informatics Journal
Egyptian Informatics Journal Decision Sciences-Management Science and Operations Research
CiteScore
11.10
自引率
1.90%
发文量
59
审稿时长
110 days
期刊介绍: The Egyptian Informatics Journal is published by the Faculty of Computers and Artificial Intelligence, Cairo University. This Journal provides a forum for the state-of-the-art research and development in the fields of computing, including computer sciences, information technologies, information systems, operations research and decision support. Innovative and not-previously-published work in subjects covered by the Journal is encouraged to be submitted, whether from academic, research or commercial sources.
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