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一种基于混沌映射和随机替换的轻量级图像加密算法

A Lightweight Image Encryption Algorithm Based on Chaotic Map and Random Substitution.

作者信息

Alghamdi Yousef, Munir Arslan, Ahmad Jawad

机构信息

Department of Computer Science, Kansas State University, Manhattan, KS 66506, USA.

School of Computing, Edinburgh Napier University, Edinburgh EH10 5DT, UK.

出版信息

Entropy (Basel). 2022 Sep 23;24(10):1344. doi: 10.3390/e24101344.

Abstract

Chaotic-maps-based image encryption methods have been a topic of research interest for a decade. However, most of the proposed methods suffer from slow encryption time or compromise on the security of the encryption to achieve faster encryption. This paper proposes a lightweight, secure, and efficient image encryption algorithm based on logistic map, permutations, and AES S-box. In the proposed algorithm, SHA-2 based on the plaintext image, a pre-shared key, and an initialization vector (IV) are used to generate the initial parameters for the logistic map. The logistic map chaotically generates random numbers, which are then used for the permutations and substitutions. The security, quality, and efficiency of the proposed algorithm are tested and analyzed using a number of metrics, such as correlation coefficient, chi-square, entropy, mean square error, mean absolute error, peak signal-to-noise ratio, maximum deviation, irregular deviation, deviation from uniform histogram, number of pixel change rate, unified average changing intensity, resistance to noise and data loss attacks, homogeneity, contrast, energy, and key space and key sensitivity analysis. Experimental results reveal that the proposed algorithm is up to 15.33× faster compared to other contemporary encryption methods.

摘要

基于混沌映射的图像加密方法在过去十年一直是研究热点。然而,大多数已提出的方法存在加密时间长的问题,或者为了实现更快加密而在加密安全性上做出妥协。本文提出了一种基于逻辑映射、置换和AES S盒的轻量级、安全且高效的图像加密算法。在所提出的算法中,基于明文图像、预共享密钥和初始化向量(IV)的SHA-2用于生成逻辑映射的初始参数。逻辑映射混沌地生成随机数,然后将其用于置换和替换。使用多个指标对所提出算法的安全性、质量和效率进行测试与分析,这些指标包括相关系数、卡方、熵、均方误差、平均绝对误差、峰值信噪比、最大偏差、不规则偏差、偏离均匀直方图、像素变化率、统一平均变化强度、抗噪声和数据丢失攻击能力、均匀性、对比度、能量以及密钥空间和密钥敏感性分析。实验结果表明,与其他当代加密方法相比,所提出的算法速度快达15.33倍。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f8ed/9600900/66b37343da5f/entropy-24-01344-g001.jpg

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