The paper is a joint work with Ali Doganaksoy and Serdar Boztas. It is going to be presented in SETA08 (SEquences and Their Application) Conference in Lexington, Kentucky.
Abstract:
Statistical randomness testing has significant importance in analyzing the quality of random number generators. In this study, we focus on the independence of randomness tests and its effect on the coverage of test suites. We experimentally observe that frequency, overlapping template, longest run of ones, random walk height and maximum order complexity tests are correlated for short sequences. We also proposed the concept of sensitivity, where we analyze the effect of simple transformations on output $p$-values. We claim that whenever the effect is significant, the composition of the transformation and the test may be included to the suite as a new test.
Keywords: Randomness tests, Coverage, independence
1 comment:
Hallo Mis.
My name is Nanang Cahyana. I student college from National Crypto
Institute, Indonesia. I am doing my thesis
Mis, I have been studied your paper "Statistical Analysis of
Synchronous Stream Cipher" and I have idea for my thesis. I want to
use your testing to test my algorithm stream cipher friends's.
But I have problem. I dont know, how test my algorithm stream cipher
similiar for your propose six new statistical tests for analyzing
synchronous stream ciphers?
Mis, could you send your source code about your statistical analysis
stream cipher (4 or 6 test) for me, to help my thesis?
Help Mis, i didnt idea exept similiar your test.
Thanks for your attention
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