On the parameter selection of randomness test

FAN Li-min1; FENG Deng-guo1; CHEN Hua1

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On the parameter selection of randomness test

更新时间：2024-10-14

- On the parameter selection of randomness test
- Vol. 30, Issue 1, Pages: 1-6(2009)
- 作者机构：
  
  1. 中国科学院软件研究所信息安全国家重点实验室
  2. 中国科学院研究生院
- 作者简介：
- 基金信息：
- DOI：
  CLC： TN918.6
- Published：2009
- 稿件说明：
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FAN Li-min1, FENG Deng-guo1, CHEN Hua1. On the parameter selection of randomness test[J]. 2009, 30(1): 1-6.
DOI：

FAN Li-min1, FENG Deng-guo1, CHEN Hua1. On the parameter selection of randomness test[J]. 2009, 30(1): 1-6. DOI：

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.

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