A color image encryption and hiding algorithm based on hyperchaotic system and discrete cosine transform

被引:0
作者
Xiao Wang
Xuemei Xu
Kehui Sun
Zhaohui Jiang
Mingjun Li
Jun Wen
机构
[1] Central South University,School of Physics and Electronics
[2] Central South University,School of Automation
来源
Nonlinear Dynamics | 2023年 / 111卷
关键词
Color image encryption; Hyperchaotic system; Cross-plane scrambling; Cyclic shift diffusion; Discrete cosine transform; Visually meaningful carrier image;
D O I
暂无
中图分类号
学科分类号
摘要
Some existing image encryption schemes based on chaotic systems have various security defects, such as non-uniform distribution of the chaotic system's phase trajectory, narrow chaotic range, and the encryption algorithm easily to be cracked, etc. To solve these problems, a new color image encryption and hiding algorithm is proposed in this paper. Firstly, a two-dimensional cross-coupled chaotic model (2D-CCCM) is designed, which can generate a variety of hyperchaotic maps. Performance analysis demonstrates that they exhibit more complex chaotic behavior and a wider range of chaotic distribution than existing chaotic systems, and all of them enter the hyper-chaotic state when the system parameters are in the range of [1, ∞). Further, based on this chaotic system, a new color image encryption algorithm is proposed. The algorithm applies the cyclic shift operation and the improved out-inside shuffling algorithm to simultaneously scramble and diffuse the R, G, and B planes of the color image. Finally, two-dimensional discrete cosine transform is employed to embed the ciphertext image into the visually meaningful carrier image to further improve the security of the encryption algorithm. The main contributions of this study are twofold: firstly, the 2D-CCCM is proposed, and the generated chaotic system overcomes the drawbacks of existing chaotic systems; secondly, simulation analysis and security evaluation demonstrate that the proposed color image encryption and hiding algorithm has better encryption performance and higher security than several advanced image encryption algorithms.
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页码:14513 / 14536
页数:23
相关论文
共 178 条
[1]  
Toughi S(2017)An image encryption scheme based on elliptic curve pseudo random and advanced encryption system Signal Process. 141 217-227
[2]  
Fathi MH(1994)The data encryption standard (DES) and its strength against attacks IBM J. Res. Dev. 38 243-250
[3]  
Sekhavat YA(2022)A color image encryption algorithm based on hyperchaotic map and Rubik’s Cube scrambling Nonlinear Dyn. 108 4459-4470
[4]  
Coppersmith D(2023)3D variable-structure chaotic system and its application in color image encryption with new Rubik’s Cube-like permutation Nonlinear Dyn. 111 7859-7882
[5]  
Qiu H(2021)A secure image encryption based on spatial surface chaotic system and AES algorithm Multimed. Tools. Appl. 81 3959-3979
[6]  
Xu X(2017)Color image encryption based on hybrid hyper-chaotic system and cellular automata Opt Lasers Eng 90 225-237
[7]  
Jiang Z(2022)An efficient double-image encryption and hiding algorithm using a newly designed chaotic system and parallel compressive sensing Inf. Sci. 610 300-325
[8]  
Sun K(2022)Optical color image encryption scheme with a novel DNA encoding algorithm based on a chaotic circuit Chaos Solitons Fractals 155 7637-7647
[9]  
Xiao C(2022)Visually asymmetric image encryption algorithm based on SHA-3 and compressive sensing by embedding encrypted image Alex. Eng. J. 61 1063-1083
[10]  
Xin J(2021)Image encryption algorithm based on 2D hyperchaotic map Opt Laser Technol 142 1859-1876