A novel TriCore scheme for multiple RGB images in telemedicine environments

IF 7.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Muhammad Tanveer Hussain , Imrana Shafique , Shamsher Ullah
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引用次数: 0

Abstract

The scientific community is paying high attention to propose efficient solution to the open problem related to security and privacy of still visual communications. Telemedicine is one of the real world applications, experiencing such security concerns related to virtual consultation. Among the presence of already defined encryption schemes, this paper is dedicated to define TriCore, an efficient encryption scheme for multiple RGB images, inspired by three core components: σ-permutation, Laplacian matrix and 4D hyper chaotic system. The use of Secure Hash Algorithm-256 (SHA-256) in key generation assures the randomness and make it highly sensitive. Also, this paper presents a novel σ-permutation, to enhance the randomness effect in the corresponding cipher image. The scheme mainly deals with the matrices corresponding to the three channels of the merged image, undergoing σ-permutation and XOR operations with pair of channel matrices and key matrices, a single cipher image is produced corresponding to multiple RGB images. It prevents the revelation of actual number of shared images and make the scheme more strong. Obtaining the ideal values, experimental results witness the efficiency of TriCore scheme. The entropy is measured as 7.9998. The high resistance against the differential attacks is measured through the Number of Pixel Change rate (99.6158%) and Unified Average Changing Intensity (33.4621%). The execution time for 4 images each of size 256 × 256 is just 0.173470 s. The experimental results show that this paper efficiently facilitates secure communications in telemedicine providing higher security at lowest computational costs.
远程医疗环境中多RGB图像的一种新的TriCore方案
针对静止视觉通信中存在的安全和隐私问题,提出有效的解决方案是科学界高度关注的问题。远程医疗是一种现实世界的应用程序,遇到了与虚拟咨询相关的安全问题。在已有定义的加密方案中,本文致力于定义TriCore,这是一种针对多个RGB图像的有效加密方案,其灵感来自三个核心组件:σ∃置换,拉普拉斯矩阵和4D超混沌系统。密钥生成采用安全哈希算法-256 (SHA-256),保证了密钥的随机性和高灵敏度。此外,本文还提出了一种新的σ∃置换,以增强相应密码图像的随机效应。该方案主要处理与合并图像的三个通道对应的矩阵,对通道矩阵和密钥矩阵进行σ∃置换和异或运算,生成与多个RGB图像对应的单个密码图像。它防止了共享图像的实际数量泄露,使方案更强。实验结果证明了TriCore方案的有效性。熵被测量为7.9998。通过像素数变化率(99.6158%)和统一平均变化强度(33.4621%)来测量对差分攻击的高抵抗力。4张大小为256 × 256的图像的执行时间仅为0.173470秒。实验结果表明,该方法可以有效地促进远程医疗中的安全通信,以最低的计算成本提供更高的安全性。
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
Knowledge-Based Systems
Knowledge-Based Systems 工程技术-计算机:人工智能
CiteScore
14.80
自引率
12.50%
发文量
1245
审稿时长
7.8 months
期刊介绍: Knowledge-Based Systems, an international and interdisciplinary journal in artificial intelligence, publishes original, innovative, and creative research results in the field. It focuses on knowledge-based and other artificial intelligence techniques-based systems. The journal aims to support human prediction and decision-making through data science and computation techniques, provide a balanced coverage of theory and practical study, and encourage the development and implementation of knowledge-based intelligence models, methods, systems, and software tools. Applications in business, government, education, engineering, and healthcare are emphasized.
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