Secure access control by means of human stress detection

Santos Sierra, Alberto de and Sánchez Ávila, Carmen and Bailador del Pozo, Gonzalo and Guerra Casanova, Javier (2011). Secure access control by means of human stress detection. In: "2011 IEEE International Carnahan Conference on Security Technology (ICCST)", 18/10/2011 - 21/10/2011, Barcelona, España. ISBN 978-1-4577-0902-9.

Description

Title: Secure access control by means of human stress detection
Author/s:
  • Santos Sierra, Alberto de
  • Sánchez Ávila, Carmen
  • Bailador del Pozo, Gonzalo
  • Guerra Casanova, Javier
Item Type: Presentation at Congress or Conference (Poster)
Event Title: 2011 IEEE International Carnahan Conference on Security Technology (ICCST)
Event Dates: 18/10/2011 - 21/10/2011
Event Location: Barcelona, España
Title of Book: Proceedings of 2011 IEEE International Carnahan Conference on Security Technology (ICCST)
Date: 2011
ISBN: 978-1-4577-0902-9
Subjects:
Faculty: Centro de Domótica Integral (CeDInt) (UPM)
Department: Otro
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

This paper proposes a stress detection system based on fuzzy logic and the physiological signals heart rate and galvanic skin response. The main contribution of this method relies on the creation of a stress template, collecting the behaviour of previous signals under situations with a different level of stress in each individual. The creation of this template provides an accuracy of 99.5% in stress detection, improving the results obtained by current pattern recognition techniques like GMM, k-NN, SVM or Fisher Linear Discriminant. In addition, this system can be embedded in security systems to detect critical situations in accesses as cross-border control. Furthermore, its applications can be extended to other fields as vehicle driver state-of-mind management, medicine or sport training.

More information

Item ID: 13518
DC Identifier: http://oa.upm.es/13518/
OAI Identifier: oai:oa.upm.es:13518
Official URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6095936
Deposited by: Memoria Investigacion
Deposited on: 17 Oct 2012 10:40
Last Modified: 21 Apr 2016 12:50
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