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An image compression and encryption algorithm based on chaotic system and compressive sensing

机译:一种基于混沌系统和压缩感测的图像压缩和加密算法

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摘要

For a linear image encryption system, it is vulnerable to the chosen-plaintext attack. To overcome the weakness and reduce the correlation among pixels of the encryption image, an effective image compression and encryption algorithm based on chaotic system and compressive sensing is proposed. The original image is first permuted by the Arnold transform to reduce the block effect in the compression process, and then the resulting image is compressed and re-encrypted by compressive sensing, simultaneously. Moreover, the bitwise XOR operation based on chaotic system is performed on the measurements to change the pixel values and a pixel scrambling method is employed to disturb the positions of pixels. Besides, the keys used in chaotic systems are related to the plaintext image. Simulation results verify the effectiveness and reliability of the proposed image compression and encryption algorithm with considerable compression and security performance.
机译:对于线性图像加密系统,它很容易受到所选的纯攻击。 为了克服加密图像的像素之间的弱点,提出了一种基于混沌系统和压缩感测的有效图像压缩和加密算法。 首先通过ARNOLD变换允许原始图像以减少压缩过程中的块效果,然后通过同时压缩感测来压缩并重新加密所得到的图像。 此外,基于混沌系统的位XOR操作对测量来执行以改变像素值,并且采用像素扰扰方法来干扰像素的位置。 此外,混沌系统中使用的键与明文图像有关。 仿真结果验证了具有相当大的压缩和安全性能的提出图像压缩和加密算法的有效性和可靠性。

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