Encryption algorithm based on Hadoop and non-degenerate high-dimensional discrete hyperchaotic system

doi:10.7498/aps.66.230503

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	Encryption algorithm based on Hadoop and non-degenerate high-dimensional discrete hyperchaotic system
	Wen He-Ping 1; Yu Si-Min 1; Lu Jin-Hu2
	2017-12-05
发表期刊	ACTA PHYSICA SINICA
ISSN	1000-3290
卷号	66 期号:23 页码:14
摘要	Aiming at the data security problem in big data environment, in this paper we propose a new chaotic encryption algorithm based on both big data platform named Hadoop and non-degenerate high-dimensional discrete hyperchaotic system. The algorithm utilizes the chaotic stream cryptography and reads the data from HDFS of Hadoop platform. After fragmentation processing and MapReduce programming, the data are encrypted and decrypted by Map function in parallel. The Reduce function implements the merging operation of the data and stores them on the HDFS. The algorithm has a better execution efficiency. Compared with the low-dimensional chaotic system based encryption algorithm, the non-degenerate high-dimensional discrete chaotic system based encryption algorithm can improve the system security performance. It can pass the strict TESTU01 test with better statistical properties and make sure that the correlation with the parallel ciphertext is very small. Numerous key parameters increase the difficulty in making estimation or identification. Under the closed-loop feedback in ciphertext, it has the ability to resist the known and chosen plaintext attacks.
关键词	chaotic system chaotic cipher Hadoop
DOI	10.7498/aps.66.230503
语种	英语
资助项目	National Key Research and Development Program of China[2016YFB0800401] ; National Natural Science Foundation of China[61532020] ; National Natural Science Foundation of China[61671161] ; National Natural Science Foundation of China[61172023]
WOS研究方向	Physics
WOS类目	Physics, Multidisciplinary
WOS记录号	WOS:000417504800009
出版者	CHINESE PHYSICAL SOC
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/27107
专题	系统科学研究所
通讯作者	Wen He-Ping
作者单位	1.Guangdong Univ Technol, Coll Automat, Guangzhou 510006, Guangdong, Peoples R China 2.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Wen He-Ping,Yu Si-Min,Lu Jin-Hu. Encryption algorithm based on Hadoop and non-degenerate high-dimensional discrete hyperchaotic system[J]. ACTA PHYSICA SINICA,2017,66(23):14.
APA	Wen He-Ping,Yu Si-Min,&Lu Jin-Hu.(2017).Encryption algorithm based on Hadoop and non-degenerate high-dimensional discrete hyperchaotic system.ACTA PHYSICA SINICA,66(23),14.
MLA	Wen He-Ping,et al."Encryption algorithm based on Hadoop and non-degenerate high-dimensional discrete hyperchaotic system".ACTA PHYSICA SINICA 66.23(2017):14.