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基于SHA-3与DNA编码混沌系统的输电线路图像加密算法研究
引用本文:张迪,夏立伟,张楚谦,胡洪炜,刘兴东,付子峰,吴嘉琪,刘恒冲.基于SHA-3与DNA编码混沌系统的输电线路图像加密算法研究[J].科学技术与工程,2022,22(36):16075-16083.
作者姓名:张迪  夏立伟  张楚谦  胡洪炜  刘兴东  付子峰  吴嘉琪  刘恒冲
作者单位:国网湖北省电力有限公司超高压公司;三峡大学电气与新能源学院
基金项目:湖北省人工智能重大专项(2020AEA012),国家自然科学(52107107)
摘    要:针对输电线路巡检中无人机采集的图像数据存在的安全与加密效率问题,文中提出一种SHA-3算法与DNA编码混沌系统相结合的图像加密算法。首先,为加强密钥对图像明文的敏感性,利用SHA-3算法生成巡检图片的哈希值作为超混沌系统的初始值密钥;然后,根据对角线提取规则将图片进行像素块置乱,并使用超混沌系统生成的混沌序列映射DNA编码规则,对置乱完毕的巡检图片进行DNA编码、运算与解码,实现巡检图像的加密与解密;最后,为验证文中方法的有效性以及优越性,以某国网公司实际巡检图像数据为基础,设置密钥空间、密钥敏感性、直方图、信息熵、加密时效等实验对算法进行测试分析,结果表明该算法相较传统算法安全性更高的同时,具有较好的实时性,可胜任实际巡检中的图像加密任务,为输电线路巡检图像加密任务提供了新的思路和技术方法。

关 键 词:巡检图像加密  SHA-3算法  DNA编码  超混沌系统
收稿时间:2022/4/22 0:00:00
修稿时间:2022/10/18 0:00:00

Research on Transmission line image encryption Algorithm based on SHA-3 and DNA encoded chaotic system
Zhang Di,Xia Liwei,Zhang Chuqian,Hu Hongwei,Liu Xingdong,Fu Zifeng,Wu Jiaqi,Liu Hengchong.Research on Transmission line image encryption Algorithm based on SHA-3 and DNA encoded chaotic system[J].Science Technology and Engineering,2022,22(36):16075-16083.
Authors:Zhang Di  Xia Liwei  Zhang Chuqian  Hu Hongwei  Liu Xingdong  Fu Zifeng  Wu Jiaqi  Liu Hengchong
Institution:State Grid Hubei Electric Power Co,Ltd Maintenance Company; College of Electrical Engineering New Energy,China Three Gorges University
Abstract:Aiming at the problems of security and encryption efficiency of image data collected by UAV in transmission line inspection, an image encryption algorithm combining SHA-3 algorithm and DNA encoded chaos system is proposed in this paper. Firstly, in order to enhance the sensitivity of the key to the plaintext of the image, sha-3 algorithm was used to generate the hash value of the inspection image as the initial key of Chen hyperchaos system. Then, pixel blocks are scrambled according to the diagonal extraction rules, and the chaotic sequence mapping DNA coding rules generated by Chen hyperchaos system are used to encode, calculate and decode the scrambled inspection images, so as to realize the encryption and decryption of the inspection images. Finally, to verify the validity of the proposed method and the superiority, to a certain SGC actual inspection image data as the foundation, set up the key space, key sensitivity, histogram, information entropy, encryption aging experiment to test and analysis of algorithms, the results show that the algorithm is compared with the traditional algorithm of security is higher, at the same time has good real-time performance, It is capable of the image encryption task in the actual inspection and provides a new idea and technical method for the image encryption task of transmission.
Keywords:Inspection image encryption  SHA-3 algorithm  DNA coding  Hyperchaotic system
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