Critical Analysis of Hypothesis Tests in Federal Information Processing Standard (140-2)
| dc.contributor.author | Almaraz Luengo, Elena Salome | |
| dc.contributor.author | Leiva Cerna, Marcos Brian | |
| dc.contributor.author | García Villalba, Luis Javier | |
| dc.contributor.author | Hernández Castro, Julio | |
| dc.contributor.author | Hurley Smith, Darren | |
| dc.date.accessioned | 2023-06-22T12:26:58Z | |
| dc.date.available | 2023-06-22T12:26:58Z | |
| dc.date.issued | 2022-04-27 | |
| dc.description.abstract | 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). | en |
| dc.description.department | Depto. de Estadística e Investigación Operativa | |
| dc.description.department | Depto. de Ingeniería de Software e Inteligencia Artificial (ISIA) | |
| dc.description.faculty | Fac. de Ciencias Matemáticas | |
| dc.description.faculty | Fac. de Informática | |
| dc.description.refereed | TRUE | |
| dc.description.sponsorship | Universidad Complutense de Madrid - Proyecto THEIA | |
| dc.description.sponsorship | Engineering & Physical Sciences Research Council (Reino Unido) - Proyecto Quantum Communications Hub | |
| dc.description.sponsorship | InnovateUK | |
| dc.description.status | pub | |
| dc.eprint.id | https://eprints.ucm.es/id/eprint/75099 | |
| dc.identifier.citation | 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. | |
| dc.identifier.doi | 10.3390/e24050613 | |
| dc.identifier.issn | 1099-4300 | |
| dc.identifier.officialurl | https://doi.org/10.3390/e24050613 | |
| dc.identifier.relatedurl | https://www.mdpi.com/1099-4300/24/5/613/htm | |
| dc.identifier.uri | https://hdl.handle.net/20.500.14352/72498 | |
| dc.issue.number | 5 | |
| dc.journal.title | Entropy | |
| dc.language.iso | eng | |
| dc.page.initial | 613 | |
| dc.publisher | MPDI | |
| dc.relation.projectID | THEIA (FEI-EU-19-04), THEIA I (FEI-EU-21-01) and THEIA II (FEI-22-01) | |
| dc.relation.projectID | Hub Project (EP/T001011/1). | |
| dc.relation.projectID | 106374-49229 | |
| dc.rights | Atribución 3.0 España | |
| dc.rights.accessRights | open access | |
| dc.rights.uri | https://creativecommons.org/licenses/by/3.0/es/ | |
| dc.subject.keyword | Correlation | |
| dc.subject.keyword | Dieharder | |
| dc.subject.keyword | ENT | |
| dc.subject.keyword | FIPS 140-2 | |
| dc.subject.keyword | Independence | |
| dc.subject.keyword | Mutual information | |
| dc.subject.keyword | NIST SP 800-22 | |
| dc.subject.keyword | p-value | |
| dc.subject.keyword | Randomness | |
| dc.subject.keyword | Statistic | |
| dc.subject.keyword | TestU01 | |
| dc.subject.ucm | Matemáticas (Matemáticas) | |
| dc.subject.unesco | 12 Matemáticas | |
| dc.title | Critical Analysis of Hypothesis Tests in Federal Information Processing Standard (140-2) | en |
| dc.type | journal article | |
| dc.volume.number | 24 | |
| dspace.entity.type | Publication | |
| relation.isAuthorOfPublication | 1c9068b2-8cdc-4211-ae24-f355b63f2ec4 | |
| relation.isAuthorOfPublication | 0f67f6b3-4d2f-4545-90e1-95b8d9f3e1f0 | |
| relation.isAuthorOfPublication.latestForDiscovery | 0f67f6b3-4d2f-4545-90e1-95b8d9f3e1f0 |
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