Image encryption algorithm for crowd data based on a new hyperchaotic system and Bernstein polynomial

被引:28
|
作者
Jiang, Donghua [1 ]
Liu, Lidong [1 ]
Wang, Xingyuan [2 ]
Rong, Xianwei [3 ]
机构
[1] Changan Univ, Sch Informat Engn, Xian 710064, Peoples R China
[2] Dalian Maritime Univ, Sch Informat Sci & Technol, Dalian, Peoples R China
[3] Harbin Normal Univ, Phys & Elect Engn Sch, Harbin, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Chaotic systems - Data visualization - Steganography - Cryptography - Embeddings - Image enhancement - Polynomials;
D O I
10.1049/ipr2.12237
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A new two-dimensional chaotic system in the form of a cascade structure is designed, which is derived from the Chebyshev system and the infinite collapse system. Performance analysis including trajectory, Lyapunov exponent and approximate entropy indicate that it has a larger chaotic range, better ergodicity and more complex chaotic behaviour than those of advanced two-dimensional chaotic system recently proposed. Moreover, to protect the security of the crowd image data, the newly designed two-dimensional chaotic system is utilized to propose a visually meaningful image cryptosystem combined with singular value decomposition and Bernstein polynomial. First, the plain image is compressed by singular value decomposition, and then encrypted to the noise-like cipher image by scrambling and diffusion algorithm. Later, the steganographic image is obtained by randomly embedding the cipher image into a carrier image in spatial domain through the Bernstein polynomial-based embedding method, thereby realizing the double security of image information and image appearance. Besides, the visual quality of the steganographic image can be improved by the adjustment factor according to different carrier images during the embedding process. Ultimately, security analyses indicate that it has higher encryption efficiency (2 Mbps) and the visual quality of steganography image can reach 39 dB.
引用
收藏
页码:3698 / 3717
页数:20
相关论文
共 50 条
  • [31] A Color Image Encryption Algorithm Based on a Fractional-Order Hyperchaotic System
    Huang, Xia
    Sun, Tiantian
    Li, Yuxia
    Liang, Jinling
    ENTROPY, 2015, 17 (01) : 28 - 38
  • [32] An image encryption scheme based on particle swarm optimization algorithm and hyperchaotic system
    Yuling Luo
    Xue Ouyang
    Junxiu Liu
    Lvchen Cao
    Yanli Zou
    Soft Computing, 2022, 26 : 5409 - 5435
  • [33] A block image encryption algorithm based on a hyperchaotic system and generative adversarial networks
    Fang, Pengfei
    Liu, Han
    Wu, Chengmao
    Liu, Min
    MULTIMEDIA TOOLS AND APPLICATIONS, 2022, 81 (15) : 21811 - 21857
  • [34] An Image Encryption Algorithm Based on Hopfield Neural Network and Lorenz HyperChaotic System
    Tao, Ye
    Cui, Wenhua
    Zhang, Zhao
    Shi, Tianwei
    IAENG International Journal of Computer Science, 2022, 49 (04):
  • [35] Encryption algorithm based on scrambling substitution of new hyperchaotic Chen system
    Zhong Cai
    Pan Mei-sen
    CHINESE JOURNAL OF LIQUID CRYSTALS AND DISPLAYS, 2020, 35 (01) : 91 - 97
  • [36] A block image encryption algorithm based on a hyperchaotic system and generative adversarial networks
    Pengfei Fang
    Han Liu
    Chengmao Wu
    Min Liu
    Multimedia Tools and Applications, 2022, 81 : 21811 - 21857
  • [37] Image encryption algorithm based on a memcapacitor-based hyperchaotic system and DNA coding
    Belete, Biniyam Ayele
    Gelmecha, Demissie Jobir
    Singh, Ram Sewak
    SECURITY AND PRIVACY, 2024, 7 (06):
  • [38] A New Image Encryption Scheme Using a Hyperchaotic System
    Fu, Chong
    Tie, Ming
    Wang, Jian-lin
    Chen, Shao-ting
    Jiang, Hui-yan
    SECURITY, PRIVACY, AND ANONYMITY IN COMPUTATION, COMMUNICATION, AND STORAGE, 2016, 10066 : 392 - 405
  • [39] New Image Encryption Algorithm Using Hyperchaotic System and Fibonacci Q-Matrix
    Hosny, Khalid M.
    Kamal, Sara T.
    Darwish, Mohamed M.
    Papakostas, George A.
    ELECTRONICS, 2021, 10 (09)
  • [40] A new image encryption scheme based on hyperchaotic sequences
    Li Chuanmu
    Hong Lianxi
    2007 INTERNATIONAL WORKSHOP ON ANTI-COUNTERFEITING, SECURITY, AND IDENTIFICATION, 2007, : 237 - +