Enhancing Image Security via Block Cyclic Construction and DNA-Based LFSR

IF 4.3 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Subhrajyoti Deb;Abhilash Das;Bhaskar Biswas;Joy Lal Sarkar;Surbhi Bhatia Khan;Saeed Alzahrani;Shalli Rani
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引用次数: 0

Abstract

The rapidly growing multimedia image data driven by real-time messaging technologies is particularly evident in applications such as autonomous vehicle tracking, smart cities, surveillance systems and many more. Considering images, data privacy and security are of paramount importance. Yet, many existing methods need to pay more attention to the specific challenges posed by chaotic maps, such as limited parameter coverage and insufficient chaotic behaviour. We present a novel method for image encryption that combines a cyclic block function during the confusion phase and a DNA-based Linear Feedback Shift Register (LFSR) in the diffusion phase to render the final cipher image. This process involves diagonal cyclic shifting and swapping of pixel blocks to minimize pixel correlation. DNA cryptography-based LFSR is particularly efficacious in high-quality pseudorandom number generation due to its robust statistical effects. Besides that, DNA-based operations improve the encryption speed, making the process more efficient. The proposed cryptosystem is validated through several methods, including histogram analysis, correlation assessment, entropy measurement, key sensitivity evaluation, and $\chi ^{2}$ testing. Our algorithm offers superior security and efficiency, outperforming established schemes in terms of security and robustness.
基于块循环构造和dna的LFSR增强图像安全性
由实时信息技术驱动的快速增长的多媒体图像数据在自动车辆跟踪、智能城市、监控系统等应用中尤为明显。考虑到图像,数据隐私和安全是至关重要的。然而,许多现有的方法需要更多地关注混沌映射带来的具体挑战,如有限的参数覆盖和不充分的混沌行为。我们提出了一种新的图像加密方法,该方法在混淆阶段结合循环块函数,在扩散阶段结合基于dna的线性反馈移位寄存器(LFSR)来呈现最终的密码图像。该过程包括对角线循环移动和交换像素块,以最小化像素相关性。基于DNA密码学的LFSR由于其稳健的统计效应,在高质量伪随机数生成中特别有效。除此之外,基于dna的操作提高了加密速度,使过程更加高效。通过直方图分析、相关性评估、熵测量、密钥灵敏度评估和$\chi ^{2}$测试等方法验证了所提出的密码系统。我们的算法具有优越的安全性和效率,在安全性和鲁棒性方面优于现有方案。
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
CiteScore
7.70
自引率
9.30%
发文量
59
审稿时长
3.3 months
期刊介绍: The main focus for the IEEE Transactions on Consumer Electronics is the engineering and research aspects of the theory, design, construction, manufacture or end use of mass market electronics, systems, software and services for consumers.
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