A cluster of 1D quadratic chaotic map and its applications in image encryption

被引:62
作者
Liu, Lingfeng [1 ]
Wang, Jie [1 ]
机构
[1] Nanchang Univ, Sch Software, Nanchang 330029, Peoples R China
基金
中国国家自然科学基金;
关键词
Chaos; 1D quadratic chaotic map; Topological conjugate; Image encryption; ALGORITHM; SCHEME; DNA; COMPRESSION; PERMUTATION; SYSTEM;
D O I
10.1016/j.matcom.2022.07.030
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Chaotic systems are widely used in designing encryption algorithms for their ideal dynamical performances. One-dimensional (1D) chaotic maps have the highest efficiency in implementation and have achieved great attention. However, 1D chaotic maps have a common security weakness, which is that their key space is relatively small. Therefore, in this paper, a cluster of 1D quadratic chaotic maps is proposed according to the topological conjugate theory. The 1D chaotic map has three tunable parameters which have a significant expansion in parameter space than the traditional 1D chaotic maps. The 1D map is proved to be chaotic theoretically since it is topologically conjugated with a logistic chaotic map. An example of a 1D quadratic chaotic map is provided in this paper, and several numerical simulation results indicate that this 1D quadratic map has ideal chaotic characteristics, which are consistent with the theoretical analysis. To verify the effectiveness of this 1D quadratic map, a novel image encryption algorithm is proposed. The security of this image encryption algorithm is completely dependent on the properties of the 1D quadratic map. Security experimental test results show that this image encryption algorithm has a high-security level, and is quite competitive with other chaos-based image encryption algorithms. (c) 2022 International Association for Mathematics and Computers in Simulation (IMACS). Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:89 / 114
页数:26
相关论文
共 58 条
[1]   A novel image encryption scheme based on orthogonal matrix, skew tent map, and XOR operation [J].
Ahmad, Jawad ;
Khan, Muazzam Ali ;
Ahmed, Fawad ;
Khan, Jan Sher .
NEURAL COMPUTING & APPLICATIONS, 2018, 30 (12) :3847-3857
[2]   Permutation entropy: A natural complexity measure for time series [J].
Bandt, C ;
Pompe, B .
PHYSICAL REVIEW LETTERS, 2002, 88 (17) :4
[3]   A novel chaos-based image encryption algorithm using DNA sequence operations [J].
Chai, Xiuli ;
Chen, Yiran ;
Broyde, Lucie .
OPTICS AND LASERS IN ENGINEERING, 2017, 88 :197-213
[4]   Reservoir computing based on quenched chaos [J].
Choi, Jaesung ;
Kim, Pilwon .
CHAOS SOLITONS & FRACTALS, 2020, 140
[5]   An Image Encryption Scheme Using a 1D Chaotic Double Section Skew Tent Map [J].
Elmanfaloty, Rania A. ;
Abou-Bakr, Ehab .
COMPLEXITY, 2020, 2020 (2020)
[6]   An image compression and encryption algorithm based on chaotic system and compressive sensing [J].
Gong, Lihua ;
Qiu, Kaide ;
Deng, Chengzhi ;
Zhou, Nanrun .
OPTICS AND LASER TECHNOLOGY, 2019, 115 :257-267
[7]   A novel chaos-based image encryption using DNA sequence operation and Secure Hash Algorithm SHA-2 [J].
Guesmi, R. ;
Farah, M. A. B. ;
Kachouri, A. ;
Samet, M. .
NONLINEAR DYNAMICS, 2016, 83 (03) :1123-1136
[8]   A novel bit level multiphase algorithm for image encryption based on PWLCM chaotic map [J].
Hasheminejad, A. ;
Rostami, M. J. .
OPTIK, 2019, 184 :205-213
[9]   Cross-plane colour image encryption using a two-dimensional logistic tent modular map [J].
Hua, Zhongyun ;
Zhu, Zhihua ;
Yi, Shuang ;
Zhang, Zheng ;
Huang, Hejiao .
INFORMATION SCIENCES, 2021, 546 :1063-1083
[10]   2D Sine Logistic modulation map for image encryption [J].
Hua, Zhongyun ;
Zhou, Yicong ;
Pun, Chi-Man ;
Chen, C. L. Philip .
INFORMATION SCIENCES, 2015, 297 :80-94