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@inproceedings{1341634, author = {Sýs, Marek and Matyáš, Václav}, address = {Berlin}, booktitle = {The New Codebreakers - Essays Dedicated to David Kahn on the Occasion of His 85th Birthday}, doi = {http://dx.doi.org/10.1007/978-3-662-49301-4_24}, edition = {1}, editor = {Peter Y. A. Ryan, David Naccache, Jean-Jacques Quisquater}, keywords = {Berlekamp-Massey algorithm; efficient implementation; NIST STS; randomness statistical testing}, howpublished = {tištěná verze "print"}, language = {eng}, location = {Berlin}, isbn = {978-3-662-49300-7}, pages = {389-395}, publisher = {Springer-Verlag Berlin Heidelberg}, title = {Randomness Testing: Result Interpretation and Speed}, url = {http://www.springer.com/gp/book/9783662493007}, year = {2016} }
TY - JOUR ID - 1341634 AU - Sýs, Marek - Matyáš, Václav PY - 2016 TI - Randomness Testing: Result Interpretation and Speed PB - Springer-Verlag Berlin Heidelberg CY - Berlin SN - 9783662493007 KW - Berlekamp-Massey algorithm KW - efficient implementation KW - NIST STS KW - randomness statistical testing UR - http://www.springer.com/gp/book/9783662493007 N2 - In cryptography, randomness is typically tested using a battery of tests consisting of many tests of randomness -- each focusing on a different feature. Probability that data produced by a good generator would pass all the tests in a battery can get quite small for a large number of used tests. Therefore, results of many tests should be interpreted with a particular focus on this issue. We argue for the \v Sid\' ak correction -- this is a statistical method that can be used for evaluating multiple but independent tests. We analyzed the accuracy of the \v Sid\' ak correction since tests of randomness are usually correlated, and we undertook this analysis for the NIST Statistical Test Suite. Results show that correlation of tests of randomness has got only a marginal influence on the accuracy of the \v Sid\' ak correction. We also provide a speed-optimized version of NIST STS that achieved test results more than 30-times faster than the original NIST codes. ER -
SÝS, Marek a Václav MATYÁŠ. Randomness Testing: Result Interpretation and Speed. In Peter Y. A. Ryan, David Naccache, Jean-Jacques Quisquater. \textit{The New Codebreakers - Essays Dedicated to David Kahn on the Occasion of His 85th Birthday}. 1. vyd. Berlin: Springer-Verlag Berlin Heidelberg, 2016, s.~389-395. ISBN~978-3-662-49300-7. Dostupné z: https://dx.doi.org/10.1007/978-3-662-49301-4\_{}24.
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