Image Encryption Algorithm Based on Matrix Semi-Tensor Product in DWT Domain

This paper proposed an image encryption method based on matrix semi-tensor product (STP) and discrete wavelet transform (DWT). Firstly, a two-dimensional chaotic system is utilized to produce random sequences. Secondly, the plaintext image is converted to wavelet coefficients based on discrete wavelet transform. Next, the wavelet coefficients are encrypted based on STP and chaotic sequences. Then the encrypted information in DWT domain are converted into space domain via inverse discrete wavelet transform (IDWT). At last, the image is diffused to obtain the encrypted image. The proposed method is highly secure against statistical attacks according to the security analysis, as the information entropy reaches 7.9971.

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Publication Details

Published
2024-11-01
DOI
https://doi.org/10.1109/cac63892.2024.10864838
Primary Topic
Technology and Security Systems
Type
article
Field-Weighted Citation Impact
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Image Encryption Algorithm Based on Matrix Semi-Tensor Product in DWT Domain

Junhai Zeng, Yindong Lian, Langwen Zhang, Man Li et al.
Technology and Security Systems
article

Image Encryption Algorithm Based on Matrix Semi-Tensor Product in DWT Domain

Junhai Zeng, Yindong Lian, Langwen Zhang, Man Li, Wei Xie, Jinwei Yu
article en

Abstract

This paper proposed an image encryption method based on matrix semi-tensor product (STP) and discrete wavelet transform (DWT). Firstly, a two-dimensional chaotic system is utilized to produce random sequences. Secondly, the plaintext image is converted to wavelet coefficients based on discrete wavelet transform. Next, the wavelet coefficients are encrypted based on STP and chaotic sequences. Then the encrypted information in DWT domain are converted into space domain via inverse discrete wavelet transform (IDWT). At last, the image is diffused to obtain the encrypted image. The proposed method is highly secure against statistical attacks according to the security analysis, as the information entropy reaches 7.9971.

China Telecom (China) (CN), China Telecom (CN), China Southern Power Grid (China) (CN), South China University of Technology (CN)
Openalex Percentile: Top 57%
Technology and Security Systems
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