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A chimerical dataset combining physiological and behavioral biometric traits for reliable user authentication on smart devices and ecosystems

We present a chimerical dataset that combines both physiological and behavioral biometric traits, for reliable user authentication on smart devices and ecosystems [1]. The data are composed of statistical features computed from swipe-gesture, voice-prints, and face-images. The swipe and voice-prints...

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Detalles Bibliográficos
Autores principales: Gupta, Sandeep, Buriro, Attaullah, Crispo, Bruno
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6921132/
https://www.ncbi.nlm.nih.gov/pubmed/31886356
http://dx.doi.org/10.1016/j.dib.2019.104924
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author Gupta, Sandeep
Buriro, Attaullah
Crispo, Bruno
author_facet Gupta, Sandeep
Buriro, Attaullah
Crispo, Bruno
author_sort Gupta, Sandeep
collection PubMed
description We present a chimerical dataset that combines both physiological and behavioral biometric traits, for reliable user authentication on smart devices and ecosystems [1]. The data are composed of statistical features computed from swipe-gesture, voice-prints, and face-images. The swipe and voice-prints data presented hereinafter are collected using a customized Android application - DriverAuth, however, the face data is obtained from the MOBIO Dataset [2]. We collected 10,320 swipe and voice-prints samples from 86 users worldwide by collaborating with a professional crowd-sourcing platform and formed a chimerical dataset adjunct to the publicly available MOBIO dataset with our collected dataset. The dataset consists of various statistical features computed from the raw data for all three traits, i.e., swipe, voice-print, and face.
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spelling pubmed-69211322019-12-27 A chimerical dataset combining physiological and behavioral biometric traits for reliable user authentication on smart devices and ecosystems Gupta, Sandeep Buriro, Attaullah Crispo, Bruno Data Brief Computer Science We present a chimerical dataset that combines both physiological and behavioral biometric traits, for reliable user authentication on smart devices and ecosystems [1]. The data are composed of statistical features computed from swipe-gesture, voice-prints, and face-images. The swipe and voice-prints data presented hereinafter are collected using a customized Android application - DriverAuth, however, the face data is obtained from the MOBIO Dataset [2]. We collected 10,320 swipe and voice-prints samples from 86 users worldwide by collaborating with a professional crowd-sourcing platform and formed a chimerical dataset adjunct to the publicly available MOBIO dataset with our collected dataset. The dataset consists of various statistical features computed from the raw data for all three traits, i.e., swipe, voice-print, and face. Elsevier 2019-12-07 /pmc/articles/PMC6921132/ /pubmed/31886356 http://dx.doi.org/10.1016/j.dib.2019.104924 Text en © 2019 The Author(s) http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Computer Science
Gupta, Sandeep
Buriro, Attaullah
Crispo, Bruno
A chimerical dataset combining physiological and behavioral biometric traits for reliable user authentication on smart devices and ecosystems
title A chimerical dataset combining physiological and behavioral biometric traits for reliable user authentication on smart devices and ecosystems
title_full A chimerical dataset combining physiological and behavioral biometric traits for reliable user authentication on smart devices and ecosystems
title_fullStr A chimerical dataset combining physiological and behavioral biometric traits for reliable user authentication on smart devices and ecosystems
title_full_unstemmed A chimerical dataset combining physiological and behavioral biometric traits for reliable user authentication on smart devices and ecosystems
title_short A chimerical dataset combining physiological and behavioral biometric traits for reliable user authentication on smart devices and ecosystems
title_sort chimerical dataset combining physiological and behavioral biometric traits for reliable user authentication on smart devices and ecosystems
topic Computer Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6921132/
https://www.ncbi.nlm.nih.gov/pubmed/31886356
http://dx.doi.org/10.1016/j.dib.2019.104924
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