A novel chaotic image encryption algorithm based on improved baker map and logistic map

被引:150
作者
Luo, Yuqin [1 ]
Yu, Jin [1 ]
Lai, Wenrui [1 ]
Liu, Lingfeng [1 ]
机构
[1] Nanchang Univ, Sch Software, Nanchang 330031, Jiangxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Chaos; Two-dimensional Baker map; Logistic Map; Image Encryption; DNA; CRYPTANALYSIS; COMBINATION; TRANSFORM;
D O I
10.1007/s11042-019-7453-3
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A novel image encryption algorithm based on double chaotic systems is proposed in this paper. On account of the limited chaotic range and vulnerability of a single chaotic map, we use the two-dimensional Baker chaotic map to control the system parameters and the state variable of the logistic chaotic map. After control, the parameter of the logistic map is varying, and the generated logistic sequence is non-stationary. The improved map has been proven to be random and unpredictable by complexity analysis. Furthermore, a novel image encryption algorithm, including shuffling and substituting processes, is proposed based on the improved chaotic maps. Many statistical tests and security analysis indicate that this algorithm has an excellent security performance, and it can be competitive with some other recently proposed image encryption algorithms.
引用
收藏
页码:22023 / 22043
页数:21
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