Image Encryption Based on Improved Lorenz System

被引:32
|
作者
Zou, Chengye [1 ]
Zhang, Qiang [2 ,3 ]
Wei, Xiaopeng [3 ]
Liu, Chanjuan [2 ]
机构
[1] Anyang Normal Univ, Sch Math & Stat, Anyang 455000, Peoples R China
[2] Dalian Univ Technol, Fac Elect Informat & Elect Engn, Dalian 116024, Peoples R China
[3] Dalian Univ, Key Lab Adv & Intelligent Comp, Minist Educ, Dalian 116622, Peoples R China
来源
IEEE ACCESS | 2020年 / 8卷
基金
中国国家自然科学基金;
关键词
Encryption; Chaotic communication; Entropy; Information entropy; Complexity theory; Correlation; Ergodicity; image encryption; NIST-800-22; test; Lorenz system; improved Lorenz system; SCHEME; ALGORITHM; CHAOS; MAP;
D O I
10.1109/ACCESS.2020.2988880
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes a new method to strengthen the nonlinear kinetic complexity and ergodicity of Lorenz system. Through the analysis of auto-correlation, frequency distribution, approximate entropy and information entropy, the improved Lorenz system has better dynamical properties than Lorenz system. According to NIST-800-22 test results, the chaotic sequences generated from proposed system have passed all random tests, which denotes that the improved Lorenz system is applicable to chaotic encryption. Once the plaintext image is color, the size of scramble image is three times as big as plaintext image, so that a lot more pixel information participant in permutation and diffusion to get better encryption results. Simulation results show that the image encryption scheme provides good security and high capacity to resist common attacks.
引用
收藏
页码:75728 / 75740
页数:13
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