Image Encryption Technology Research based on Neural Network

被引:5
|
作者
Zhou, Shengan [1 ]
机构
[1] Guangdong Vocat Inst Publ Adm, Sch Elect Informat Syst, Guangzhou 510800, Guangdong, Peoples R China
关键词
image encryption; neural network; radius basis chaos;
D O I
10.1109/ICITBS.2015.119
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Digital image parallel encryption structure based on cellular neural network is proposed to improve the efficiency and security, where the properties of parallel computing and local diffusion of cellular neural network are utilized effectively. A kind of group encryption algorithm based on feistel framework is put forward. In each round, a cell encrypts one block image data with block encryption algorithm firstly, and then affected by the output of 8-neighbouring cells. Then the image encryption algorithm is effectively strengthened by raius basis chaos neural network. The experiment results show the proposed algorithm has good effect.
引用
收藏
页码:462 / 465
页数:4
相关论文
共 50 条
  • [1] Research on Image Recognition Technology Based on Convolution Neural Network
    Wang Jinghe
    [J]. 2019 4TH INTERNATIONAL WORKSHOP ON MATERIALS ENGINEERING AND COMPUTER SCIENCES (IWMECS 2019), 2019, : 147 - 151
  • [2] The Research of Intelligent Image Recognition Technology Based on Neural Network
    Li Huanliang
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS RESEARCH AND MECHATRONICS ENGINEERING, 2015, 121 : 1733 - 1736
  • [3] Research on encryption algorithm based on the Chebyshev neural network
    Liu Feng
    Luo Li
    Liu Jin-zhou
    [J]. NANOTECHNOLOGY AND PRECISION ENGINEERING, PTS 1 AND 2, 2013, 662 : 884 - 886
  • [4] Image Encryption using Wavelet based Chaotic Neural Network
    Kumar, Sushil
    Aid, Rohit
    [J]. 2016 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2016, : 875 - 879
  • [5] Image Encryption Based on Hopfield Neural Network and Bidirectional Flipping
    Zhang, Haitao
    Yang, Shuangqi
    [J]. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [6] Double image encryption algorithm based on neural network and chaos
    Man, Zhenlong
    Li, Jinqing
    Di, Xiaoqiang
    Sheng, Yaohui
    Liu, Zefei
    [J]. CHAOS SOLITONS & FRACTALS, 2021, 152
  • [7] Image Encryption Algorithm Based on the Fractional Order Neural Network
    Cao, Yinghong
    Wang, Linian
    Wang, Kaihua
    Xu, Xianying
    Li, Bo
    [J]. IEEE ACCESS, 2024, 12 : 128179 - 128186
  • [8] Cellular Neural Network-Based Medical Image Encryption
    Sheela S.J.
    Suresh K.V.
    Tandur D.
    Sanjay A.
    [J]. SN Computer Science, 2020, 1 (6)
  • [9] Research on Edge Defects Image Recognition Technology Based on Artificial Neural Network
    Chen, Naijian
    Men, Xiuhua
    Hua, Cheng
    Wang, Xu
    Han, Xiangdong
    Chen, Hui
    [J]. PROCEEDINGS OF THE 2018 13TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2018), 2018, : 1929 - 1933
  • [10] Research on the Image Retrieval Method Based on the BP Neural Network Feedback Technology
    Guo Xiaojuan
    Wang Yufen
    Cheng Jifu
    [J]. 2009 THIRD INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, VOL 2, PROCEEDINGS, 2009, : 205 - +