DocumentCode
1783713
Title
A Method to Generate Random Number for Cryptographic Application
Author
Xiamu Niu ; Yongting Wang ; Di Wu
Author_Institution
Sch. of Comput. Sci. & Technol., Harbin Inst. of Technol., Harbin, China
fYear
2014
fDate
27-29 Aug. 2014
Firstpage
235
Lastpage
238
Abstract
Random number is widely used in cryptographic applications, which is mainly used as key. Because the security of key totally depends on the amount and randomness of itself, it´s very important to produce random numbers for cryptographic applications. This paper presents a method to generate random numbers for cryptographic applications. NIST Statistical Test Suite which provides 15 statistical methods is used to test the randomness of the random number generated by this method. Because the tests focus on a variety of different types of non-randomness, not all tests are needed. The chosen statistical tests are Frequency (Monobit) Test, Frequency Test within a Block, The Cumulative Sums (Cusums) Test, The Runs Test, Test for the Longest Run of Ones in a Block, Discrete Fourier Transform (Specral) Test, Approximate Entropy Test and Serial Test. The result of tests shows that the random number generated by the random number generator is random. Therefore the conclusion is the random number generated is random enough for cryptographic applications.
Keywords
cryptography; discrete Fourier transforms; entropy; higher order statistics; random number generation; Cusums test; NIST Statistical Test Suite; approximate entropy test; cryptographic applications; cumulative sums test; discrete Fourier transform test; frequency test; monobit test; random number generation; runs test; serial test; specral test; Discrete Fourier transforms; Encryption; Entropy; Generators; NIST; Random sequences; NIST statistical test; encryption key; random number generator; randomness;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP), 2014 Tenth International Conference on
Conference_Location
Kitakyushu
Print_ISBN
978-1-4799-5389-9
Type
conf
DOI
10.1109/IIH-MSP.2014.65
Filename
6998311
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