RT Journal Article
T1 Critical Analysis of Hypothesis Tests in Federal Information Processing Standard (140-2)
A1 Almaraz Luengo, Elena Salome
A1 Leiva Cerna, Marcos Brian
A1 García Villalba, Luis Javier
A1 Hernández Castro, Julio
A1 Hurley Smith, Darren
AB This work presents an analysis of the existing dependencies between the tests of the FIPS 140-2 battery. Two main analytical approaches are utilized, the first being a study of correlations through the Pearson’s correlation coefficient that detects linear dependencies, and the second one being a novel application of the mutual information measure that allows detecting possible non-linear relationships. In order to carry out this study, the FIPS 140-2 battery is reimplemented to allow the user to obtain p-values and statistics that are essential for more rigorous end-user analysis of random number generators (RNG).
PB MPDI
SN 1099-4300
YR 2022
FD 2022-04-27
LK https://hdl.handle.net/20.500.14352/72498
UL https://hdl.handle.net/20.500.14352/72498
LA eng
NO Almaraz Luengo, E. S., Leiva Cerna, M. B., García Villalba, L. J. et al. «Critical Analysis of Hypothesis Tests in Federal Information Processing Standard (140-2)». Entropy, vol. 24, n.o 5, abril de 2022, p. 613. DOI.org (Crossref), https://doi.org/10.3390/e24050613.
NO Universidad Complutense de Madrid - Proyecto THEIA
NO Engineering & Physical Sciences Research Council (Reino Unido) - Proyecto Quantum Communications Hub
NO InnovateUK
DS Docta Complutense
RD 6 abr 2025