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基于四维超混沌系统的图像加密算法设计

夏磊

重庆工商大学学报(自然科学版)2024,Vol.41Issue(5):28-37,10.
重庆工商大学学报(自然科学版)2024,Vol.41Issue(5):28-37,10.DOI:10.16055/j.issn.1672-058X.2024.0005.004

基于四维超混沌系统的图像加密算法设计

Design of Image Encryption Algorithm Based on Four-dimensional Hyperchaotic System

夏磊1

作者信息

  • 1. 安徽理工大学电气与信息工程学院,安徽淮南 232001
  • 折叠

摘要

Abstract

Objective To construct a complex four-dimensional hyperchaotic system with chaotic characteristics and to improve the security of image data protection,a four-dimensional hyperchaotic system with only one equilibrium point by introducing a state feedback controller based on the classical system Lü was proposed and constructed.The dynamics of the four-dimensional hyperchaotic system was analyzed theoretically,and a hyperchaotic encryption algorithm to protect the data security after image encryption was designed.Methods Numerical simulations of this hyperchaotic system,such as system dissipation and equilibrium point stability,Lyapunov exponential spectrum and bifurcation diagram,and Poincare cross-section,were performed using Matlab software.Meanwhile,the simulation circuit of the four-dimensional hyperchaotic system was designed,and the simulation circuit model of the hyperchaotic system was built based on the operational amplifier circuit through the basic circuit components.Finally,the four-dimensional hyperchaotic system is combined with the dislocation-diffusion algorithm to design an efficient and secure four-dimensional hyperchaotic image encryption algorithm by using the complexity and pseudo-randomness of the chaotic sequence of the hyperchaotic system,and the histogram,adjacent pixel correlation,information entropy and attack resistance of plaintext and ciphertext images were analyzed by Matlab software.Results Simulation data showed that this four-dimensional hyperchaotic system has complex chaotic behavior with periodic,chaotic,and hyperchaotic attractors,while Multisim software was used to verify the accuracy and physical realizability of the circuit implementation.The experimental data of image encryption show that the super system is very sensitive to chaotic keys and plaintexts,and the hyperchaotic encryption algorithm is more secure.Meanwhile,it can effectively resist statistical and differential attacks under the premise of ensuring security,and it also speeds up image decryption and encryption.Conclusion The experimental conclusion shows that this four-dimensional hyperchaotic system can exhibit complex dynamics under different parameters,and the chaotic encryption algorithm designed by using the chaotic sequence generated by the hyperchaotic system has high security.

关键词

超混沌系统/Lyapunov指数/电路仿真/图像加密

Key words

hyperchaotic system/Lyapunov exponent/circuit simulation/image encryption

分类

数理科学

引用本文复制引用

夏磊..基于四维超混沌系统的图像加密算法设计[J].重庆工商大学学报(自然科学版),2024,41(5):28-37,10.

重庆工商大学学报(自然科学版)

1672-058X

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