Biotouch: a framework based on behavioral biometrics and location for continuous authentication on mobile banking applications

This article describes a multimodal framework based on behavioral biometrics and location for continuous user authentication in mobile banking applications. The proposed framework joins the typing and screen slide behavior patterns with the GPS location of the user in the authentication process. Dur...

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Bibliographic Details
Published in:	2020 15th Iberian Conference on Information Systems and Technologies (CISTI) pp. 1 - 6
Main Authors:	Estrela, Priscila Morais Argolo Bonfim, de Oliveira Albuquerque, Robson, Amaral, Dino Macedo, Giozza, William Ferreira, Nze, Georges Daniel Amvame, de Mendonca, Fabio Lucio Lopes
Format:	Conference Proceeding
Language:	English
Published:	AISTI 01-06-2020
Subjects:	Authentication behavioral biometrics Biological system modeling continuous authentication Global Positioning System Hardware mobile mobile banking applications Radio frequency Software Support vector machines
Online Access:	Get full text
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Summary:	This article describes a multimodal framework based on behavioral biometrics and location for continuous user authentication in mobile banking applications. The proposed framework joins the typing and screen slide behavior patterns with the GPS location of the user in the authentication process. During the performance evaluation experiments, we used more than 6 different machine learning algorithms. Main results show an average accuracy between 78 and 91%.
DOI:	10.23919/CISTI49556.2020.9140948