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A Novel Image Encryption Algorithm Based on Compressive Sensing and a Two-Dimensional Linear Canonical Transform

delete2024-01-31
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OA
AI
Y
Yuanmin Li *
D
Deyun Wei
Y
Yang Deng
DOI:10.3390/fractalfract8020092delete
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Abstract

Abstract

En 中文
In this paper, we propose a secure image encryption method using compressive sensing (CS) and a two-dimensional linear canonical transform (2D LCT). First, the SHA256 of the source image is used to generate encryption security keys. As a result, the suggested technique is able to resist selected plaintext attacks and is highly sensitive to plain images. CS simultaneously encrypts and compresses a plain image. Using a starting value correlated with the sum of the image pixels, the Mersenne Twister (MT) is used to control a measurement matrix in compressive sensing. Then, the scrambled image is permuted by Lorenz's hyper-chaotic systems and encoded by chaotic and random phase masks in the 2D LCT domain. In this case, chaotic systems increase the output complexity, and the independent parameters of the 2D LCT expand the key space of the suggested technique. Ultimately, diffusion based on addition and modulus operations yields a cipher-text image. Simulations showed that this cryptosystem was able to withstand common attacks and had adequate cryptographic features.
Keywords:
optical encryption
compressive sensing
two-dimensional linear canonical transform
Lorenz's hyper-chaotic map
chaotic random phase map

Journal

Fractal and Fractional cover
Fractal and Fractional
IF:
3.3
Papers:
4.4K
Citations:
7.6K

Organization

X
Xidian University
Scholars:
2.4W
Papers: 1.9W
Citations: 9.7K
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