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	A general method to evaluate the correlation of randomness tests
	Fan, Limin (1) ; Chen, Hua (1) ; Gao, Si (1)
	2014
会议名称	14th International Workshop on Information Security Applications, WISA 2013
会议日期	August 19, 2013 - August 21, 2013
会议地点	Jeju Island, Korea, Republic of
页码	52-62
通讯作者	Fan, L.(fanlimin@tca.iscas.ac.cn)
中文摘要	This paper discusses the correlation of the randomness tests. In this paper, we propose a new general method to evaluate the correlation of randomness tests. Firstly, we deduce the distribution that independent randomness tests should obey, then evaluate whether the randomness tests are independent or not based on hypothesis test. Using this method, we research the correlation of some statistical tests included in the NIST SP 800-22 suits, which is a collection of tests for the evaluation of both true random and pseudorandom number generators for cryptographic applications. Our experiment results show that some correlations of dependent exist among the randomness tests, which is different from the declaration that the randomness tests are independent by NIST. Moreover, the method we proposed also can be used in the study of parameter selection in randomness tests. © 2014 Springer International Publishing Switzerland.
英文摘要	This paper discusses the correlation of the randomness tests. In this paper, we propose a new general method to evaluate the correlation of randomness tests. Firstly, we deduce the distribution that independent randomness tests should obey, then evaluate whether the randomness tests are independent or not based on hypothesis test. Using this method, we research the correlation of some statistical tests included in the NIST SP 800-22 suits, which is a collection of tests for the evaluation of both true random and pseudorandom number generators for cryptographic applications. Our experiment results show that some correlations of dependent exist among the randomness tests, which is different from the declaration that the randomness tests are independent by NIST. Moreover, the method we proposed also can be used in the study of parameter selection in randomness tests. © 2014 Springer International Publishing Switzerland.
收录类别	EI
会议录出版地	Springer Verlag
语种	英语
ISSN号	3029743
ISBN号	9783319051482
内容类型	会议论文
源URL	[http://ir.iscas.ac.cn/handle/311060/16628]
专题	软件研究所_软件所图书馆_会议论文
推荐引用方式 GB/T 7714	Fan, Limin ,Chen, Hua ,Gao, Si . A general method to evaluate the correlation of randomness tests[C]. 见:14th International Workshop on Information Security Applications, WISA 2013. Jeju Island, Korea, Republic of. August 19, 2013 - August 21, 2013.

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