Multimodal biometric fusion: A study on vulnerabilities to indirect attacks
Entidad
UAM. Departamento de Tecnología Electrónica y de las ComunicacionesEditor
Springer Berlin HeidelbergFecha de edición
2013Cita
10.1007/978-3-642-41827-3_45
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 18th Iberoamerican Congress, CIARP, Havana, Cuba, November 20-23, 2013, Proceedings, Part II. Lecture Notes in Computer Science, Volumen 8259. Springer, 2013. 358-365
ISSN
0302-9743 (print); 1611-3349 (online)ISBN
978-3-642-41826-6 (print); 978-3-642-41827-3 (online)DOI
10.1007/978-3-642-41827-3_45Financiado por
This work has been partially supported by projects Contexts (S2009/TIC-1485) from CAM, Bio-Challenge (TEC2009-11186) and Bio-Shield (TEC2012-34881) from Spanish MINECO, TABULA RASA (FP7-ICT-257289) and BEAT (FP7-SEC-284989) from EU, and Cátedra UAM-Telefónica.Proyecto
Comunidad de Madrid. S2009/TIC-1485/CONTEXTS; info:eu-repo/grantAgreement/EC/FP7/257289; info:eu-repo/grantAgreement/EC/FP7/284989Versión del editor
http://dx.doi.org/10.1007/978-3-642-41827-3_45Materias
Face recognition; Fusion schemes; Iris recognition; Multimodality; Security; Vulnerabilities; TelecomunicacionesNota
The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-642-41827-3_45Proceedings of 18th Iberoamerican Congress, CIARP 2013, Havana, Cuba
Derechos
© Springer-Verlag Berlin Heidelberg 2013Resumen
Fusion of several biometric traits has traditionally been regarded as more secure than unimodal recognition systems. However, recent research works have proven that this is not always the case. In the present article we analyse the performance and robustness of several fusion schemes to indirect attacks. Experiments are carried out on a multimodal system based on face and iris, a user-friendly trait combination, over the publicly available multimodal Biosecure DB. The tested system proves to have a high vulnerability to the attack regardless of the fusion rule considered. However, the experiments prove that not necessarily the best fusion rule in terms of performance is the most robust to the type of attack considered.
Lista de ficheros
Google Scholar:Gómez-Barrero, Marta
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Galbally Herrero, Javier
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Fiérrez Aguilar, Julián
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Ortega García, Javier
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