Literature DB >> 35205567

Image Encryption Scheme Based on Mixed Chaotic Bernoulli Measurement Matrix Block Compressive Sensing.

Chen Yang1, Ping Pan1, Qun Ding1.   

Abstract

Many image encryption schemes based on compressive sensing have poor reconstructed image quality when the compression ratio is low, as well as difficulty in hardware implementation. To address these problems, we propose an image encryption algorithm based on the mixed chaotic Bernoulli measurement matrix block compressive sensing. A new chaotic measurement matrix was designed using the Chebyshev map and logistic map; the image was compressed in blocks to obtain the measurement values. Still, using the Chebyshev map and logistic map to generate encrypted sequences, the measurement values were encrypted by no repetitive scrambling as well as a two-way diffusion algorithm based on GF(257) for the measurement value matrix. The security of the encryption system was further improved by generating the Secure Hash Algorithm-256 of the original image to calculate the initial values of the chaotic mappings for the encryption process. The scheme uses two one-dimensional maps and is easier to implement in hardware. Simulation and performance analysis showed that the proposed image compression-encryption scheme can improve the peak signal-to-noise ratio of the reconstructed image with a low compression ratio and has good encryption against various attacks.

Entities:  

Keywords:  Bernoulli measurement matrix; block compressive sensing; chaotic map; image encryption; two-way diffusion

Year:  2022        PMID: 35205567      PMCID: PMC8871138          DOI: 10.3390/e24020273

Source DB:  PubMed          Journal:  Entropy (Basel)        ISSN: 1099-4300            Impact factor:   2.524


  4 in total

1.  A Symmetric Image Encryption Algorithm Based on a Coupled Logistic-Bernoulli Map and Cellular Automata Diffusion Strategy.

Authors:  Wei Zhang; Zhiliang Zhu; Hai Yu
Journal:  Entropy (Basel)       Date:  2019-05-17       Impact factor: 2.524

2.  Image Encryption Scheme with Compressed Sensing Based on a New Six-Dimensional Non-Degenerate Discrete Hyperchaotic System and Plaintext-Related Scrambling.

Authors:  Chunyang Sun; Erfu Wang; Bing Zhao
Journal:  Entropy (Basel)       Date:  2021-02-27       Impact factor: 2.524

3.  Parallel Mixed Image Encryption and Extraction Algorithm Based on Compressed Sensing.

Authors:  Jiayin Yu; Chao Li; Xiaomeng Song; Shiyu Guo; Erfu Wang
Journal:  Entropy (Basel)       Date:  2021-02-25       Impact factor: 2.524

  4 in total
  1 in total

1.  Deep Compressive Sensing on ECG Signals with Modified Inception Block and LSTM.

Authors:  Jing Hua; Jue Rao; Yingqiong Peng; Jizhong Liu; Jianjun Tang
Journal:  Entropy (Basel)       Date:  2022-07-25       Impact factor: 2.738

  1 in total

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