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

doi:10.7498/aps.66.230503

CORC > 数学与系统科学研究院 > 中国科学院数学与系统科学研究院 > 系统科学研究所

	Encryption algorithm based on Hadoop and non-degenerate high-dimensional discrete hyperchaotic system
	Wen He-Ping 1; Yu Si-Min 1; Lu Jin-Hu2
刊名	ACTA PHYSICA SINICA
	2017-12-05
卷号	66 期号:23 页码:14
关键词	chaotic system chaotic cipher Hadoop
ISSN号	1000-3290
DOI	10.7498/aps.66.230503
英文摘要	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.
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
语种	英语
出版者	CHINESE PHYSICAL SOC
WOS记录号	WOS:000417504800009
内容类型	期刊论文
源URL	[http://ir.amss.ac.cn/handle/2S8OKBNM/27106]
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.