study on the correlation between randomness tests based on entropy
文献类型:期刊论文
作者 | Fan Li-Min ; Feng Deng-Guo ; Chen Hua |
刊名 | Ruan Jian Xue Bao/Journal of Software
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出版日期 | 2009 |
卷号 | 20期号:7页码:1967-1976 |
关键词 | Cluster analysis Communication channels (information theory) Correlation methods Cryptography Discriminant analysis Entropy Signal filtering and prediction Testing |
ISSN号 | 10009825 |
收录类别 | EI |
语种 | 中文 |
公开日期 | 2011-03-18 |
附注 | There exist a lot of randomness test methods, and most of them have parameters. As it is not practical to do all randomness tests in practice, it is important to study the relations among these methods. In this paper, four kinds of relations between randomness tests and a conception of "correlation degree of randomness tests" are defined firstly based on the statistics theory firstly. And the correlation degree is measured by means of the entropy method. Then, the relevancies between the four relations and the correlation degree are proved. And an algorithm of calculating correlation degree and a selection policy are provided as well. The work of this paper is helpful for selecting reasonable and scientific randomness tests and parameters. In addition, the randomness test methods adopted by NIST (National Institute of Standards and Technology) in AES (advanced encryption standard) are explored by using the correlation degree and some dependence relations are found. © by Institute of Software, the Chinese Academy of Sciences. |
源URL | [http://124.16.136.157/handle/311060/7990] ![]() |
专题 | 软件研究所_信息安全国家重点实验室_期刊论文 |
推荐引用方式 GB/T 7714 | Fan Li-Min,Feng Deng-Guo,Chen Hua. study on the correlation between randomness tests based on entropy[J]. Ruan Jian Xue Bao/Journal of Software,2009,20(7):1967-1976. |
APA | Fan Li-Min,Feng Deng-Guo,&Chen Hua.(2009).study on the correlation between randomness tests based on entropy.Ruan Jian Xue Bao/Journal of Software,20(7),1967-1976. |
MLA | Fan Li-Min,et al."study on the correlation between randomness tests based on entropy".Ruan Jian Xue Bao/Journal of Software 20.7(2009):1967-1976. |
入库方式: OAI收割
来源:软件研究所
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