基于改进混沌算法的加密图像网络传输安全性研究

G. Du
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引用次数: 0

摘要

随着5G网络的广泛应用,许多数字图像必须依靠网络进行传输。传统的图像加密算法已经不能满足现代的安全要求,如何在网络传输中更加安全地保护数字图像具有重要意义。针对传统混沌算法在图像加密中存在的图像像素替换随机性强、图像像素迭代计算耗时等缺点,采用分数阶傅立叶变换替换图像像素矩阵,采用一维逻辑混沌算法减少图像像素的强随机性问题,采用基于正弦混沌的思想优化扩散算法以降低计算复杂度。在仿真实验中对数字图像进行加密后,通过统计分析、相邻像素相关、抗差分攻击性能分析指标测试,取得了较好的效果,验证了该算法在网络攻击时对数字图像的保护效果。
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Security of Encrypted Images in Network Transmission Based on an Improved Chaos Algorithm
With the wide application of 5G networks, many digital images must rely on networks for transmission. Traditional image encryption algorithms can no longer meet modern security requirements, and it is important to protect digital images in network transmission more securely. To address the shortcomings of traditional chaotic algorithms in image encryption, such as the strong randomness of image pixel replacement and time-consuming computations of image pixel iteration, we use a fractional-order Fourier transform to replace the image pixel matrix, a one-dimensional logistic chaos algorithm to reduce the problem of strong randomness of image pixels, and a sine chaos-based idea to optimize the diffusion algorithm to reduce the computational complexity. After encrypting a digital image in simulation experiments, we achieved better results through statistical analysis, adjacent pixel correlation, and resistance to differential attack performance analysis index tests, and verified the protection effect of this algorithm in digital images during network attacks.
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来源期刊
Journal of Cyber Security and Mobility
Journal of Cyber Security and Mobility Computer Science-Computer Networks and Communications
CiteScore
2.30
自引率
0.00%
发文量
10
期刊介绍: Journal of Cyber Security and Mobility is an international, open-access, peer reviewed journal publishing original research, review/survey, and tutorial papers on all cyber security fields including information, computer & network security, cryptography, digital forensics etc. but also interdisciplinary articles that cover privacy, ethical, legal, economical aspects of cyber security or emerging solutions drawn from other branches of science, for example, nature-inspired. The journal aims at becoming an international source of innovation and an essential reading for IT security professionals around the world by providing an in-depth and holistic view on all security spectrum and solutions ranging from practical to theoretical. Its goal is to bring together researchers and practitioners dealing with the diverse fields of cybersecurity and to cover topics that are equally valuable for professionals as well as for those new in the field from all sectors industry, commerce and academia. This journal covers diverse security issues in cyber space and solutions thereof. As cyber space has moved towards the wireless/mobile world, issues in wireless/mobile communications and those involving mobility aspects will also be published.
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