Face Recognition-based Presentation Attack Detection in a Two-step Segregated Automated Border Control e-Gate - Results of a Pilot Experience at Adolfo Suárez Madrid-Barajas Airport

David Ortega del Campo, Cristina Conde, Ángel Serrano, Isaac Martín de Diego, Enrique Cabello

2017

Abstract

This paper presents the pilot of a new Automatic Border Control system (ABC) that is being developed in the ABC4EU European project and that conform to the new laws established for the Schengen zone. These new ABCs have some specific characteristics, such as a structural configuration divided into two devices: self-enrolment kiosk and biometric gate, one for enrolment and the other one for verification, which entails two capture stages and two weaknesses where it is possible to attack the system. The tests were carried out with a pilot of the system, implemented at T4-S (T4 satellite) terminal of Adolfo Suárez Madrid-Barajas Airport. Our experiments have tested the security of the system by simulating several presentation attacks, at both stages of the system. For these attacks, different artefacts proposed in the literature about Presentation Attack Detection have been used. We present the obtained results with each of the attacks, indicating which may be more dangerous to the system and suggesting some countermeasure that could increase the reliability and security of the system.

Paper Citation

in Harvard Style

Ortega del Campo D., Conde C., Serrano Á., Martín de Diego I. and Cabello E. (2017). Face Recognition-based Presentation Attack Detection in a Two-step Segregated Automated Border Control e-Gate - Results of a Pilot Experience at Adolfo Suárez Madrid-Barajas Airport . In Proceedings of the 14th International Joint Conference on e-Business and Telecommunications - Volume 6: SECRYPT, (ICETE 2017) ISBN 978-989-758-259-2, pages 129-138. DOI: 10.5220/0006426901290138

in Bibtex Style

@conference{secrypt17,
author={David Ortega del Campo and Cristina Conde and Ángel Serrano and Isaac Martín de Diego and Enrique Cabello},
title={Face Recognition-based Presentation Attack Detection in a Two-step Segregated Automated Border Control e-Gate - Results of a Pilot Experience at Adolfo Suárez Madrid-Barajas Airport},
booktitle={Proceedings of the 14th International Joint Conference on e-Business and Telecommunications - Volume 6: SECRYPT, (ICETE 2017)},
year={2017},
pages={129-138},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006426901290138},
isbn={978-989-758-259-2},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 14th International Joint Conference on e-Business and Telecommunications - Volume 6: SECRYPT, (ICETE 2017)
TI - Face Recognition-based Presentation Attack Detection in a Two-step Segregated Automated Border Control e-Gate - Results of a Pilot Experience at Adolfo Suárez Madrid-Barajas Airport
SN - 978-989-758-259-2
AU - Ortega del Campo D.
AU - Conde C.
AU - Serrano Á.
AU - Martín de Diego I.
AU - Cabello E.
PY - 2017
SP - 129
EP - 138
DO - 10.5220/0006426901290138