An image encryption scheme based on particle swarm optimization algorithm and hyperchaotic system

被引:0
|
作者
Luo, Yuling [1 ]
Ouyang, Xue [1 ]
Liu, Junxiu [1 ]
Cao, Lvchen [1 ]
Zou, Yanli [1 ]
机构
[1] Guangxi Normal Univ, Sch Elect Engn, Guilin, Peoples R China
基金
中国国家自然科学基金;
关键词
Image encryption; Hyperchaotic system; Particle swarm optimization algorithm; Secure hash algorithm 256 hash; HENON-SINE MAP; PERMUTATION-DIFFUSION; CRYPTANALYSIS; COMBINATION; ENHANCEMENTS; DESIGN; PWLCM;
D O I
10.1007/s00500-021-06554-y
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Protecting digital images is crucial, and image encryption schemes based on chaotic systems have been extensively studied where image permutation is a critical process. The updating processes of particle swarm optimization algorithm have the ability to change the rules of particles motion, and it can be employed to permutate image. In this work, an image encryption scheme based on the updating processes of particle swarm optimization algorithm and hyperchaotic system is proposed. Specifically, a key generation mechanism combined with secure hash algorithm 256 hash is first introduced to generate the initial values of hyperchaotic complex Lu system. Then, the plain image is confused by the position and velocity updating processes of particle swarm optimization algorithm. In addition, an adaptive diffusion mechanism is designed and applied to the confused image to obtain the final cipher image. Simulation results and security analysis show that the proposed scheme exhibits good performance of sophisticated dynamic behavior, high sensitivity to key, and effectively resisting the typical cryptanalysis attacks, and provides an alternative to real-time image encryption application.
引用
收藏
页码:5409 / 5435
页数:27
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