SYNTHETIC IRIS IMAGES FROM IRIS PATTERNS BY MEANS OF EVOLUTIONARY STRATEGIES - How to Deceive a Biometric System based on Iris Recognition
Alberto de Santos Sierra, Javier Guerra Casanova, Carmen Sánchez Ávila, Vicente Jara Vera
2010
Abstract
Synthetic Biometric is emerging nowadays as a new research field in biometrics. An artificial iris tissue or a synthetic fingerprint could compromise the security, allowing a non-registered individual to enter the system. However, inverse biometric can also improve current identification systems, enhancing not only its strength against fake-based attacks, but also by replicating unavailable or corrupted data, due to a bad acquisition, for instance. The methods proposed in this document aim to provide a procedure to create a synthetic iris tissue from a stored biometric template, so that a non-registered user could access the system under a registered identity. These algorithms will come out with the result that synthetic sample could be so similar to original as desired.
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in Harvard Style
de Santos Sierra A., Guerra Casanova J., Sánchez Ávila C. and Jara Vera V. (2010). SYNTHETIC IRIS IMAGES FROM IRIS PATTERNS BY MEANS OF EVOLUTIONARY STRATEGIES - How to Deceive a Biometric System based on Iris Recognition . In Proceedings of the Third International Conference on Bio-inspired Systems and Signal Processing - Volume 1: BIOSIGNALS, (BIOSTEC 2010) ISBN 978-989-674-018-4, pages 194-201. DOI: 10.5220/0002706601940201
in Bibtex Style
@conference{biosignals10,
author={Alberto de Santos Sierra and Javier Guerra Casanova and Carmen Sánchez Ávila and Vicente Jara Vera},
title={SYNTHETIC IRIS IMAGES FROM IRIS PATTERNS BY MEANS OF EVOLUTIONARY STRATEGIES - How to Deceive a Biometric System based on Iris Recognition},
booktitle={Proceedings of the Third International Conference on Bio-inspired Systems and Signal Processing - Volume 1: BIOSIGNALS, (BIOSTEC 2010)},
year={2010},
pages={194-201},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002706601940201},
isbn={978-989-674-018-4},
}
in EndNote Style
TY - CONF
JO - Proceedings of the Third International Conference on Bio-inspired Systems and Signal Processing - Volume 1: BIOSIGNALS, (BIOSTEC 2010)
TI - SYNTHETIC IRIS IMAGES FROM IRIS PATTERNS BY MEANS OF EVOLUTIONARY STRATEGIES - How to Deceive a Biometric System based on Iris Recognition
SN - 978-989-674-018-4
AU - de Santos Sierra A.
AU - Guerra Casanova J.
AU - Sánchez Ávila C.
AU - Jara Vera V.
PY - 2010
SP - 194
EP - 201
DO - 10.5220/0002706601940201