Analysis of FIPS 140-2 Test and Chaos-Based Pseudorandom Number Generator

Abstract

Pseudo random numbers are used for various purposes. Pseudo random number generators (PRNGs) are useful tools to provide pseudo random numbers. The FIPS 140-2 test issued by the American National Institute of Standards and Technologyhas been widely used for the verications the statistical properties of the randomness of the pseudo random numbers generated by PRNGs. First this paper analyzes the FIPS 140-2 test. The results show that The required interval of the FIPS140-2 Monobit Test corresponds to the condent interval with signicant level