A novel image compression and encryption scheme based on conservative chaotic system and DNA method

被引:21
作者
Wu, Xin [1 ,3 ,4 ]
Shi, Hang [2 ]
Ji'e, Musha [1 ,3 ,4 ]
Duan, Shukai [1 ,4 ,5 ]
Wang, Lidan [1 ,3 ,4 ,6 ]
机构
[1] Southwest Univ, Coll Artificial Intelligence, Chongqing 400715, Peoples R China
[2] Sci & Technol Analog Integrated Circuit Lab, Chongqing 400060, Peoples R China
[3] Brain Inspired Comp & Intelligent Control Chongqin, Chongqing 400715, Peoples R China
[4] Natl & Local joint Engn Lab Intelligent Transmiss, Chongqing 400715, Peoples R China
[5] Chongqing Brain Sci Collaborat Innovat Ctr, Chongqing 400715, Peoples R China
[6] Southwest Univ, Key Lab Luminescence Anal & Mol Sensing, Minist Educ, Chongqing 400715, Peoples R China
基金
中国国家自然科学基金;
关键词
Image encryption; Conservative chaotic system; DNA; Compressed sensing; CRYPTANALYSIS; MULTISTABILITY; MATRIX;
D O I
10.1016/j.chaos.2023.113492
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
An image compression encryption scheme on the strength of a conservative chaotic map, compressed sensing (CS) and DNA method is proposed. Built on the hash algorithm, a novel algorithm for generating the initial state of the chaotic map is designed, which makes the algorithm resistant to chosen-plaintext and known-plaintext attacks. The pseudo-random sequences which are produced by the conservative chaotic map are devoted to constructing the measurement matrix of CS and control the encoding and operation mode of DNA, which improves the complexity of the cryptosystem. In addition, a novel Integrated Cyclic Crossover and Mutation algorithm (ICCM) based on DNA method is proposed. ICCM simultaneously completes the scrambling and diffusion of images based on the loop structure, which greatly enhances the security of the algorithm. Experimental results and a number of security analyses demonstrate that the scheme has excellent performance and robustness, and has good resistance to various attacks.
引用
收藏
页数:14
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