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Sensitivity and uniformity in statistical randomness tests

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dc.contributor.authorAlmaraz Luengo, Elena Salome
dc.contributor.authorLeiva Cerna, Marcos
dc.contributor.authorGarcía Villalba, Luis Javier
dc.contributor.authorHurley-Smith, Darren
dc.contributor.authorHernández Castro, Julio
dc.date.accessioned2024-01-31T07:51:44Z
dc.date.available2024-01-31T07:51:44Z
dc.date.issued2022
dc.description.abstractIn this paper we propose a new measure of the sensitivity of a statistical test . This can be applied to any of the common statistical batteries (NIST SP 800-22, Dieharder, TestU01, ENT, all FIPS versions, etc.) We will validate its use with the FIPS 140-2 battery. In addition, we will apply this new measure to other statistical tests, including tests of independence and uniformity. The latter leads to a new test battery, not previously seen in the literature to the best of our knowledge, that can be very powerful as a sequence checking tool. This new proposal is later tested to judge its potential as a battery for cryptographic use.
dc.description.departmentDepto. de Estadística e Investigación Operativa
dc.description.facultyFac. de Ciencias Matemáticas
dc.description.refereedTRUE
dc.description.sponsorshipEuropean Commission
dc.description.sponsorshipUniversidad Complutense de Madrid
dc.description.sponsorshipEngineering and Physical Sciences Research Council (UK)
dc.description.statuspub
dc.identifier.citationAlmaraz Luengo E, Leiva Cerna M, García Villalba LJ, Hurley-Smith D, Hernandez-Castro J. Sensitivity and uniformity in statistical randomness tests. Journal of Information Security and Applications 2022;70:103322. https://doi.org/10.1016/j.jisa.2022.103322.
dc.identifier.doi10.1016/j.jisa.2022.103322
dc.identifier.issn2214-2126
dc.identifier.officialurlhttps://doi.org/10.1016/j.jisa.2022.103322
dc.identifier.relatedurlhttps://www.sciencedirect.com/science/article/pii/S2214212622001685?via%3Dihub
dc.identifier.urihttps://hdl.handle.net/20.500.14352/96835
dc.journal.titleJournal of Information Security and Applications
dc.language.isoeng
dc.publisherElsevier
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internationalen
dc.rights.accessRightsrestricted access
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subject.ucmCiencias
dc.subject.unesco1209 Estadística
dc.titleSensitivity and uniformity in statistical randomness testsen
dc.typejournal article
dc.type.hasVersionVoR
dc.volume.number70
dspace.entity.typePublication
relation.isAuthorOfPublication1c9068b2-8cdc-4211-ae24-f355b63f2ec4
relation.isAuthorOfPublication0f67f6b3-4d2f-4545-90e1-95b8d9f3e1f0
relation.isAuthorOfPublication.latestForDiscovery0f67f6b3-4d2f-4545-90e1-95b8d9f3e1f0

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