Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.14279/24617
DC FieldValueLanguage
dc.contributor.authorStylios, Ioannis Chr-
dc.contributor.authorKokolakis, Spyros A.-
dc.contributor.authorSkalkos, Andreas-
dc.contributor.authorChatzis, Sotirios P.-
dc.date.accessioned2022-02-22T10:41:24Z-
dc.date.available2022-02-22T10:41:24Z-
dc.date.issued2021-
dc.identifier.citationInformation and Computer Security, 2021en_US
dc.identifier.issn20564961-
dc.identifier.urihttps://hdl.handle.net/20.500.14279/24617-
dc.description.abstractPurpose: The purpose of this paper is to present a new paradigm, named BioGames, for the extraction of behavioral biometrics (BB) conveniently and entertainingly. To apply the BioGames paradigm, the authors developed a BB collection tool for mobile devices named BioGames App. The BioGames App collects keystroke dynamics, touch gestures, and motion modalities and is available on GitHub. Interested researchers and practitioners may use it to create their datasets for research purposes. Design/methodology/approach: One major challenge for BB and continuous authentication (CA) research is the lack of actual BB datasets for research purposes. The compilation and refinement of an appropriate set of BB data constitute a challenge and an open problem. The issue is aggravated by the fact that most users are reluctant to participate in long demanding procedures entailed in the collection of research biometric data. As a result, they do not complete the data collection procedure, or they do not complete it correctly. Therefore, the authors propose a new paradigm and introduce a BB collection tool, which they call BioGames, for the extraction of biometric features in a convenient way. The BioGames paradigm proposes a methodology where users play games without participating in an experimental painstaking process. The BioGames App collects keystroke dynamics, touch gestures, and motion modalities. Findings: The authors proposed a new paradigm for the collection of BB on mobile devices and created the BioGames application. The BioGames App is an Android application that collects BB data on mobile devices and sends them to a database. The database design allows multiple users to store their sensor data at any time. Thus, there is no concern about data separation and synchronization. BioGames App is General Data Protection Regulation (GDPR) compliant as it collects and processes only anonymous data. Originality/value: The BioGames App is a publicly available tool that combines the keystroke dynamics, touch gestures, and motion modalities. In addition, it uses a methodology where users play games without participating in an experimental painstaking process.en_US
dc.formatpdfen_US
dc.language.isoenen_US
dc.relation.ispartofInformation and Computer Securityen_US
dc.rights© Emeralden_US
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/*
dc.subjectBehavioral biometricsen_US
dc.subjectBioGames appen_US
dc.subjectBioGames paradigmen_US
dc.subjectBiometrics collection toolen_US
dc.subjectContinuous authenticationen_US
dc.subjectMobile devicesen_US
dc.titleBioGames: a new paradigm and a behavioral biometrics collection tool for research purposesen_US
dc.typeArticleen_US
dc.collaborationUniversity of Aegeanen_US
dc.collaborationCyprus University of Technologyen_US
dc.subject.categoryElectrical Engineering - Electronic Engineering - Information Engineeringen_US
dc.journalsSubscriptionen_US
dc.countryCyprusen_US
dc.countryGreeceen_US
dc.subject.fieldEngineering and Technologyen_US
dc.publicationPeer Revieweden_US
dc.identifier.doi10.1108/ICS-12-2020-0196en_US
dc.identifier.scopus2-s2.0-85120451993-
dc.identifier.urlhttps://api.elsevier.com/content/abstract/scopus_id/85120451993-
cut.common.academicyear2020-2021en_US
item.grantfulltextnone-
item.languageiso639-1en-
item.cerifentitytypePublications-
item.openairecristypehttp://purl.org/coar/resource_type/c_6501-
item.openairetypearticle-
item.fulltextNo Fulltext-
crisitem.author.deptDepartment of Electrical Engineering, Computer Engineering and Informatics-
crisitem.author.facultyFaculty of Engineering and Technology-
crisitem.author.orcid0000-0002-4956-4013-
crisitem.author.parentorgFaculty of Engineering and Technology-
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