| Title: | A general method to evaluate the correlation of randomness tests |
| Author: | Fan, Limin (1)
; Chen, Hua (1)
; Gao, Si (1)
|
| Conference Name: | 14th International Workshop on Information Security Applications, WISA 2013
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| Conference Date: | August 19, 2013 - August 21, 2013
|
| Issued Date: | 2014
|
| Conference Place: | Jeju Island, Korea, Republic of
|
| Corresponding Author: | Fan, L.(fanlimin@tca.iscas.ac.cn)
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| Publish Place: | Springer Verlag
|
| Indexed Type: | EI
|
| ISSN: | 3029743
|
| ISBN: | 9783319051482
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| Department: | (1) Trusted Computing and Information Assurance Laboratory, Institute of Software, Chinese Academy of Sciences, 100190 Beijing, China
|
| Abstract: | 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. |
| English Abstract: | 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. |
| Language: | 英语
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| Content Type: | 会议论文
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| URI: | http://ir.iscas.ac.cn/handle/311060/16628
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| Appears in Collections: | 软件所图书馆_会议论文
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| Recommended Citation: | |
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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