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随机性检测参数选择研究

On the parameter selection of randomness test

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【作者】 范丽敏冯登国陈华

【Author】 FAN Li-min1,2, FENG Deng-guo1, CHEN Hua1 (1. State Key Laboratory of Information Security, Institute of Software ,Chinese Academy of Sciences, Beijing 100190, China; 2. Graduate University of Chinese Academy of Sciences, Beijing 100039, China)

【机构】 中国科学院软件研究所信息安全国家重点实验室中国科学院研究生院

【摘要】 从统计学角度对同一个随机性检测项目中2个独立的参数所应满足的条件进行了研究,在此基础上设计了一个假设检验方法,用于检测2个参数是否满足独立的关系。以扑克检测为实例,对其参数集中的参数进行了实验研究,并对结果进行了分析。提出的方法是一个通用的方法,可以直接应用于其他带参数的检测项目的参数关系研究中,这为随机性检测中参数选择提供了一种可操作的手段。

【Abstract】 The conditions that two different parameters in a same randomness test should satisfy if they are independ- ent with each other was studied based on statistical theory. And a hypothesis method was proposed to test whether two parameters were independent or not. A series of experiments were designed to study the relations among the parameters gather of poker test,which was selected as a research instance by means of this method, and the experiment results were analyzed in details. The method is general and it can be used to deal with other randomness test, such as entropy test and binary derivation test. The work is helpful to select reasonable and scientific parameters in practical randomness test.

【基金】 国家自然科学基金资助项目(60503014,60603013);国家高技术研究发展计划(“863”计划)基金资助项目(2007AA01Z470,2008AA01Z417);北京市自然科学基金资助项目(4072026)~~
  • 【文献出处】 通信学报 ,Journal on Communications , 编辑部邮箱 ,2009年01期
  • 【分类号】TN918.6
  • 【被引频次】17
  • 【下载频次】443
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