Mouse Behavior Analysis Based on Artificial Intelligence as a Second-Phase Authentication System

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UDC.coleccionInvestigaciónes_ES
UDC.conferenceTitleXoveTIC 2019 A Coruña, Spain, 5-6 Septemberes_ES
UDC.departamentoCiencias da Computación e Tecnoloxías da Informaciónes_ES
UDC.grupoInvLaboratorio Interdisciplinar de Aplicacións da Intelixencia Artificial (LIA2)es_ES
UDC.issue1es_ES
UDC.journalTitleProceedingses_ES
UDC.startPage29es_ES
UDC.volume21es_ES
dc.contributor.authorGarabato, D.
dc.contributor.authorRodríguez García, Jorge
dc.contributor.authorNóvoa, Francisco
dc.contributor.authorDafonte, Carlos
dc.date.accessioned2019-08-28T12:04:41Z
dc.date.available2019-08-28T12:04:41Z
dc.date.issued2019-08-01
dc.description.abstract[Abstract] Nowadays, a wide variety of computer systems use authentication protocols based on several factors in order to enhance security. In this work, the viability of a second-phase authentication scheme based on users’ mouse behavior is analyzed by means of classical Artificial Intelligence techniques, such as the Support Vector Machines or Multi-Layer Perceptrons. Such methods were found to perform particularly well, demonstrating the feasibility of mouse behavior analytics as a second-phase authentication mechanism. In addition, in the current stage of the experiments, the classification techniques were found to be very stable for the extracted features.es_ES
dc.description.sponsorshipMinisterio de Educación, Cultura y Deporte; FPU16/03827es_ES
dc.description.sponsorshipXunta de Galicia; ED431B 2018/42es_ES
dc.description.sponsorshipMinisterio de Innovación, Ciencia y Universidades; RTI2018-095076-B-C22es_ES
dc.description.sponsorshipMinisterio de Innovación, Ciencia y Universidades; ESP2016-80079-C2-2-Res_ES
dc.identifier.citationGARABATO, Daniel, et al. Mouse Behavior Analysis Based on Artificial Intelligence as a Second-Phase Authentication System. En Multidisciplinary Digital Publishing Institute Proceedings. 2019. p. 29.es_ES
dc.identifier.doi10.3390/proceedings2019021029
dc.identifier.issn2504-3900
dc.identifier.urihttp://hdl.handle.net/2183/23886
dc.language.isoenges_ES
dc.publisherMDPI AGes_ES
dc.relation.urihttps://doi.org/10.3390/proceedings2019021029es_ES
dc.rightsAtribución 4.0 Españaes_ES
dc.rights.accessRightsopen accesses_ES
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/es/*
dc.subjectAuthenticationes_ES
dc.subjectComputer securityes_ES
dc.subjectArtificial intelligencees_ES
dc.titleMouse Behavior Analysis Based on Artificial Intelligence as a Second-Phase Authentication Systemes_ES
dc.typeconference outputes_ES
dspace.entity.typePublication
relation.isAuthorOfPublication1a431829-71d0-44aa-a001-8d2984c3b413
relation.isAuthorOfPublication6f38fb90-68db-4d7c-89e0-8cff7f9d673c
relation.isAuthorOfPublicationc3c2021f-0b5d-408f-afff-ec09ab5eaeee
relation.isAuthorOfPublication.latestForDiscovery1a431829-71d0-44aa-a001-8d2984c3b413

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