Image compression-encryption algorithm based on chaos and compressive sensing

被引:0
|
作者
Jiao Cai
Shucui Xie
Jianzhong Zhang
机构
[1] Xi’an University of Posts and Telecommunications,School of Cyberspace Security
[2] Xi’an University of Posts and Telecommunications,School of Science
[3] Shaanxi Normal University,College of Mathematics and Information Science
来源
关键词
Image encryption; Compressive sensing (CS); Discrete wavelet transform (DWT); Logistic-tent system (LTS);
D O I
暂无
中图分类号
学科分类号
摘要
An image encryption scheme based on compressive sensing (CS) and chaos is proposed. Firstly, the plain image is transformed into the sparse coefficient matrix by discrete wavelet transform (DWT). Secondly, to achieve compression and encryption, the sparse coefficient matrix is measured by the measurement matrix, which is constructed by the Logistic-Tent system (LTS). This process can effectively reduce storage space or transmission bandwidth of the image. Finally, the resulting measurement value matrix is re-encrypted by executing dual random index permutation and bit-level diffusion to improve security of the cryptosystem, and then the cipher image is obtained. In addition, the SHA 256 hash value of the original image is utilized to calculate the initial value and parameter of LTS, making the proposed algorithm robust to known-plaintext and chosen-plaintext attacks. The simulation results show that our algorithm has good image compression-encryption capability and security performance.
引用
收藏
页码:22189 / 22212
页数:23
相关论文
共 50 条
  • [31] Image encryption based on compressive sensing and chaos systems
    Brahim, A. Hadj
    Pacha, A. Ali
    Said, N. Hadj
    OPTICS AND LASER TECHNOLOGY, 2020, 132
  • [32] Compressive sensing based image compression-encryption using Novel 1D-Chaotic map
    Ponuma, R.
    Amutha, R.
    MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 77 (15) : 19209 - 19234
  • [33] Double color images compression-encryption via compressive sensing
    Wang, Kunshu
    Wu, Xiangjun
    Gao, Tiegang
    NEURAL COMPUTING & APPLICATIONS, 2021, 33 (19): : 12755 - 12776
  • [34] An optical image compression and encryption scheme based on compressive sensing and RSA algorithm
    Gong, Lihua
    Qiu, Kaide
    Deng, Chengzhi
    Zhou, Nanrun
    OPTICS AND LASERS IN ENGINEERING, 2019, 121 : 169 - 180
  • [35] Secure and Efficient Image Compression-Encryption Scheme Using New Chaotic Structure and Compressive Sensing
    Tang, Yongli
    Zhao, Mingjie
    Li, Lixiang
    SECURITY AND COMMUNICATION NETWORKS, 2020, 2020
  • [36] Hybrid image encryption algorithm based on compressive sensing, gray wolf optimization, and chaos
    Abdul-Kareem, Ali Akram
    Al-Jawher, Waleed Ameen Mahmoud
    JOURNAL OF ELECTRONIC IMAGING, 2023, 32 (04)
  • [37] Image compression-encryption scheme based on hyper-chaotic system and 2D compressive sensing
    Zhou, Nanrun
    Pan, Shumin
    Cheng, Shan
    Zhou, Zhihong
    OPTICS AND LASER TECHNOLOGY, 2016, 82 : 121 - 133
  • [38] An image joint compression-encryption algorithm based on adaptive arithmetic coding
    邓家先
    邓海涛
    Chinese Physics B, 2013, (09) : 407 - 412
  • [39] An image joint compression-encryption algorithm based on adaptive arithmetic coding
    Deng Jia-Xian
    Deng Hai-Tao
    CHINESE PHYSICS B, 2013, 22 (09)
  • [40] Chaos and compressive sensing based novel image encryption scheme
    Khan, Jan Sher
    Kayhan, Sema Koç
    Journal of Information Security and Applications, 2021, 58