A Chaos-Based Image Encryption Technique Utilizing Hilbert Curves and H-Fractals

加密 明文 密钥空间 像素 希尔伯特曲线 算法 计算机科学 散列函数 密文 分形 理论计算机科学 混乱的 数学 密码学 计算机视觉 人工智能 计算机安全 数学分析
作者
Xuncai Zhang,Lingfei Wang,Zheng Zhou,Ying Niu
出处
期刊:IEEE Access [Institute of Electrical and Electronics Engineers]
卷期号:7: 74734-74746 被引量:72
标识
DOI:10.1109/access.2019.2921309
摘要

Image encryption is the most direct and effective technical means for protecting the security of image information. Based on the space filling property of the Hilbert curve and the infinite property of the H-geometric fractal, a new image encryption technique is proposed, which combines the pseudo-randomness of a hyperchaotic system and the sensitivity to initial values. First, the hash value of a plaintext image is calculated using the secure hash algorithm 3 (SHA-3) as the initial value of the piece-wise linear chaotic map (PWLCM) and Rossler chaotic systems, which associates the key with the plaintext. In addition, the chaotic sequences that are generated by the chaotic systems are used to scramble the global pixel positions and the pixel values of the images, thereby disturbing the distribution of the pixel positions and the pixel values. Second, the Hilbert curve and H-fractal are alternately used to scramble the local pixel positions and diffuse the pixel values twice. Finally, the ciphertext feedback is used to further enhance the confusion and diffusion characteristics of the algorithm in order to achieve higher security. The experimental results and security analysis show that the encryption technique has enough key space to resist exhaustive attacks and can effectively resist statistical attacks, differential attacks, noise attacks, and cropping attacks. It can be used for military, judicial, and other privacy-related digital images secure storage and network security transmissions.

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