基于二维iccm和位平面交叉置换扩散并行计算的图像加密方案

IF 4 3区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Xingbin Liu, Shuyi Zheng, Jing Yang
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引用次数: 0

摘要

随着对数字图像通信和存储的日益依赖,图像安全已成为一个关键问题。传统的加密方案经常面临效率和抗现代加密攻击的鲁棒性方面的挑战。本文提出了一种新的图像加密方案,该方案基于2D-ICCM混沌系统和交叉位面排列,并通过并行计算进行增强以提高效率。2D-ICCM具有复杂的动态特性和对初始条件的高灵敏度,通过Lyapunov指数、分岔图、样本熵和0-1检验验证了混沌行为。此外,还提出了一种跨位平面排列方法,对高4位平面和低4位平面的位进行重新排列,进一步提高了加密的复杂性,并提供了更强的防攻击能力。在扩散过程中,提出了一种独立的位面多向扩散方法。为了解决加密速度的问题,在扩散过程中采用并行计算技术。实验结果表明,该方案具有较高的加密质量,抗统计分析攻击能力强,加密速度较传统方法有显著提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Image encryption scheme based on 2D-ICCM and bit-planes cross permutation-diffusion using parallel computing
With the increasing reliance on digital images for communication and storage, image security has become a critical concern. Traditional encryption schemes often face challenges regarding efficiency and robustness against modern cryptographic attacks. In this paper, a novel image encryption scheme is proposed based on an innovative chaotic system named 2D-ICCM and cross bit-plane permutation, enhanced by parallel computing for improved efficiency. The 2D-ICCM is designed to exhibit complex dynamic properties and high sensitivity to initial conditions, the chaotic behaviors of which are verified through the Lyapunov exponent, bifurcation diagrams, sample entropy, and 0-1 test. In addition, a cross bit-plane permutation method is proposed to rearrange the bits in high four bit-planes and low four bit-planes, which further increases the complexity of the encryption and provides stronger protection against attacks. In the diffusion process, an independent bit-plane multi-direction diffusion method using a Zigzag scan is proposed. To address the issue of encryption speed, the parallel computing technique is applied for the diffusion process. Experimental results show that the proposed scheme offers high encryption quality, robust resistance to statistical analysis attacks, and significantly improved encryption speed compared to traditional methods.
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来源期刊
Computers & Electrical Engineering
Computers & Electrical Engineering 工程技术-工程:电子与电气
CiteScore
9.20
自引率
7.00%
发文量
661
审稿时长
47 days
期刊介绍: The impact of computers has nowhere been more revolutionary than in electrical engineering. The design, analysis, and operation of electrical and electronic systems are now dominated by computers, a transformation that has been motivated by the natural ease of interface between computers and electrical systems, and the promise of spectacular improvements in speed and efficiency. Published since 1973, Computers & Electrical Engineering provides rapid publication of topical research into the integration of computer technology and computational techniques with electrical and electronic systems. The journal publishes papers featuring novel implementations of computers and computational techniques in areas like signal and image processing, high-performance computing, parallel processing, and communications. Special attention will be paid to papers describing innovative architectures, algorithms, and software tools.
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