基于新型RNA编码的卫星图像混沌加密算法

IF 2.8 3区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS
Chaofeng Zhao , Xinchao He , Yanfei Li , Bo Zeng
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引用次数: 0

摘要

随着卫星数量的增加,在地球观测卫星与地面站之间存储和传输敏感数据和图像的威胁也在增加。提出了一种对地观测卫星图像的无限维混沌加密算法,该算法采用一种新颖的RNA编码方法,结合像素的分层双向扩散操作。首先,介绍了无限维混沌系统的动态特性,包括系统的无限维特性、相图、序列图、Lyapunov指数结果和分岔图。其次,设计了一种新的RNA编码方法,基于无限维混沌系统处理后产生的序列对图像像素值进行动态编码。同时,采用多个RNA操作,解决了由于RNA编码规则较少而容易遭到暴力破解的问题。第三,在图像加密算法中引入层双向扩散操作,完成像素扩散,达到所需的安全效果。最后,在MATLAB平台上的实验仿真结果验证了所提出的图像加密算法的有效性和实用性,如密钥灵敏度、信息熵、效率、对传输错误的鲁棒性等指标,为有效抵御各种攻击提供了依据。所提出的卫星图像加密算法是一种安全的方法,可以实现通用和卫星要求的安全性,以及对传输错误的鲁棒性。此外,安全密钥空间是其他类似算法无法比拟的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Chaotic encryption algorithm for satellite images based on novel RNA coding
Threat to sensitive data and images during storage and transmission between Earth Observation Satellites and ground stations is increasing with the increasing number of satellites. We present an infinite dimensional chaotic encryption algorithm for satellite images of Earth Observation Satellite, which using by a novel RNA encoding method combined with layered bidirectional diffusion operations of pixels. Firstly, dynamic characteristics of the infinite dimensional chaotic system are introduced, including infinite dimensional properties of the system, phase diagrams, sequence charts, Lyapunov exponential results, and bifurcation diagrams. Secondly, a novel RNA encoding method is designed to dynamically encode image pixel values based on sequences generated by infinite dimensional chaotic system after processing. Meanwhile, multiple RNA operations are used to solve the possibility of being vulnerable to brute force attacks caused by fewer RNA coding rules. Thirdly, layer bidirectional diffusion operations are brought into the image encryption algorithm to complete pixels diffusion and achieve required security effects. Finally, the experimental simulation results on MATLAB platform verify effectiveness and practicability of the presented image encryption algorithm, such as key sensitivity, information entropy, efficiency, robustness against transmission errors and other indicators, which could provide bases for effectively resisting various attacks. The presented satellite image encryption algorithm is a safe method and could achieve universal and satellite-required security, as well as robustness against transmission errors. In addition, the secure key space is incomparable to other similar algorithms.
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来源期刊
Advances in Space Research
Advances in Space Research 地学天文-地球科学综合
CiteScore
5.20
自引率
11.50%
发文量
800
审稿时长
5.8 months
期刊介绍: The COSPAR publication Advances in Space Research (ASR) is an open journal covering all areas of space research including: space studies of the Earth''s surface, meteorology, climate, the Earth-Moon system, planets and small bodies of the solar system, upper atmospheres, ionospheres and magnetospheres of the Earth and planets including reference atmospheres, space plasmas in the solar system, astrophysics from space, materials sciences in space, fundamental physics in space, space debris, space weather, Earth observations of space phenomena, etc. NB: Please note that manuscripts related to life sciences as related to space are no more accepted for submission to Advances in Space Research. Such manuscripts should now be submitted to the new COSPAR Journal Life Sciences in Space Research (LSSR). All submissions are reviewed by two scientists in the field. COSPAR is an interdisciplinary scientific organization concerned with the progress of space research on an international scale. Operating under the rules of ICSU, COSPAR ignores political considerations and considers all questions solely from the scientific viewpoint.
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