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基于直方图均衡化的非线性跳变混沌参数图像加密算法

Non-Linear Hopped Chaos Parameters-Based Image Encryption Algorithm Using Histogram Equalization.

作者信息

Moussa Karim H, Naggary Ahmed I El, Mohamed Heba G

机构信息

Electrical Department, College of Engineering, Horus University Egypt, New Damietta 34518, Egypt.

King Marriott Institute of Engineering and Technology, Alexandria 23713, Egypt.

出版信息

Entropy (Basel). 2021 Apr 27;23(5):535. doi: 10.3390/e23050535.

Abstract

Multimedia wireless communications have rapidly developed over the years. Accordingly, an increasing demand for more secured media transmission is required to protect multimedia contents. Image encryption schemes have been proposed over the years, but the most secure and reliable schemes are those based on chaotic maps, due to the intrinsic features in such kinds of multimedia contents regarding the pixels' high correlation and data handling capabilities. The novel proposed encryption algorithm introduced in this article is based on a 3D hopping chaotic map instead of fixed chaotic logistic maps. The non-linearity behavior of the proposed algorithm, in terms of both position permutation and value transformation, results in a more secured encryption algorithm due to its non-convergence, non-periodicity, and sensitivity to the applied initial conditions. Several statistical and analytical tests such as entropy, correlation, key sensitivity, key space, peak signal-to-noise ratio, noise attacks, number of pixels changing rate (NPCR), unified average change intensity randomness (UACI), and others tests were applied to measure the strength of the proposed encryption scheme. The obtained results prove that the proposed scheme is very robust against different cryptography attacks compared to similar encryption schemes.

摘要

多年来,多媒体无线通信发展迅速。因此,为保护多媒体内容,对更安全的媒体传输的需求日益增加。多年来人们提出了多种图像加密方案,但由于此类多媒体内容在像素高度相关性和数据处理能力方面的固有特性,最安全可靠的方案是基于混沌映射的方案。本文提出的新型加密算法基于三维跳变混沌映射,而非固定的混沌逻辑映射。该算法在位置置换和值变换方面的非线性行为,因其不收敛、非周期性以及对所应用初始条件的敏感性,造就了一种更安全的加密算法。通过应用诸如熵、相关性、密钥敏感性、密钥空间、峰值信噪比、噪声攻击、像素变化率(NPCR)、统一平均变化强度随机性(UACI)等多项统计和分析测试来衡量所提加密方案的强度。所得结果证明,与类似加密方案相比,所提方案对不同的密码学攻击具有很强的鲁棒性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/997f/8146087/11bf74d2453b/entropy-23-00535-g001a.jpg

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