Spiral-Transform-Based Fractal Sorting Matrix for Chaotic Image Encryption

被引:48
作者
Xian, Yongjin [1 ]
Wang, Xingyuan [1 ,2 ]
Wang, Xiaoyu [1 ]
Li, Qi [1 ]
Yan, Xiaopeng [1 ]
机构
[1] Dalian Maritime Univ, Sch Informat Sci & Technol, Dalian 116026, Peoples R China
[2] Guangxi Normal Univ, Guangxi Key Lab Multisource Informat Min & Secur, Guilin 541004, Peoples R China
基金
中国国家自然科学基金;
关键词
Encryption; Sorting; Fractals; Security; Spirals; Chaos; Technological innovation; Spiral-transform-based fractal sorting matrix; fractal; iteration; chaotic image encryption; RING PARTITION; ALGORITHM; PERMUTATION; MAP; CRYPTANALYSIS; DESIGN; SYSTEM;
D O I
10.1109/TCSI.2022.3172116
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Chaotic image encryption is widely used in the field of information security. This paper proposes a novel chaotic image encryption method with spiral-transform-based fractal sorting matrix (STFSM). First of all, the theory of STFSM with good scrambling effect is introduced, which has good irregularity and iterative. Then, the iterative algorithm and calculation example of STFSM are introduced. STFSM can be used as the map of spatial location transformations to implement the design of image encryption. Based on the complete STFSM theory and iterative algorithm, a chaotic image cryptosystem based on STFSM is proposed to achieve a good image encryption process. To test the security of the proposed algorithm, security tests and analyses such as entropy analysis, correlation analysis, resistance to differential attacks analysis, and robustness analysis are used for the proposed algorithm. The experimental analysis illustrates that the algorithm has a better encryption effect, whether using conventional tests or the attacks simulations described in this paper and can also effectively resist the attacks.
引用
收藏
页码:3320 / 3327
页数:8
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