Synonyms
Liveness detection; Presentation attack detection; Spoofing countermeasures; Spoof detection; Spoof resistance; Vitality tests
Definition
Iris anti-spoofing techniques are designed to counteract physical spoofing attacks launched against iris recognition systems. Such attacks are directed at the sensor level and try to gain access to the system by presenting a physical artifact to the acquisition device. In the case of iris, such artifacts include the use of photographs, video recordings, printed contact lenses, artificial eyes, etc. Iris anti-spoofing mechanisms aim to ascertain that iris images were acquired from a live and authorized user present at the time of transaction.
Introduction
Iris recognition systems are among the most accurate biometric systems available. Additionally, the iris is an internal organ which makes it more robust to spoofing attacks when compared to some of the other biometric technologies, especially fingerprinting and face. This is mainly due to...
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References
R. Bodade, S. Talbar, Fake iris detection: a holistic approach. Int. J. Comput. Appl. 19(2), 1–7 (2011)
R. Chen, X. Lin, T. Ding, Liveness detection for iris recognition using multispectral images. Pattern Recognit. Lett. 33, 1513–1519 (2012)
J.G. Daugman, Recognizing persons by their iris patterns: countermeasures against subterfuge, in Biometrics: Personal Identification in a Networked Society, ed. by A.K. Jain et al. (Springer, New York, 1999)
J. Galbally, J. Ortiz-Lopez, J. Fierrez, J. Ortega-Garcia, Iris liveness detection based on quality related features, in Proceedings of the International Conference on Biometrics (ICB), New Delhi, 2012, pp. 271–276
X. He, S. An, P. Shi, Statistical texture analysis-based approach for fake iris detection using support vector machines, in Proceedings of the IAPR International Conference on Biometrics (ICB), Seoul. LNCS, vol. 4642 (Springer, 2007), pp. 540–546
X. He, Y. Lu, P. Shi, A new fake iris detection method, in Proceedings of the IAPR/IEEE International Conference on Biometrics (ICB), Alghero. LNCS, vol. 5558 (Springer, 2009), pp. 1132–1139
Z. He, Z. Sun, T. Tan, Z. Wei, Efficient iris spoof detection via boosted local binary patterns, in Proceedings of the International Conference on Biometrics (ICB), Alghero, 2009
E.C. Lee, K.R. Park, Fake iris detection based on 3D structure of iris pattern. Int. J. Imaging Syst. Technol. 20, 162–166 (2010)
E.C. Lee, K.R. Park, J. Kim, Fake iris detection by using purkinje image, in Proceedings of the IAPR International Conference on Biometrics (ICB), Hong Kong, 2006, pp. 397–403
E.C. Lee, Y.J. Yo, K.R. Park, Fake iris detection method using purkinje images based on gaze position. Opt. Eng. 47, 067204 (2008)
T. Matsumoto, Artificial fingers and irises: importance of vulnerability analysis, in Proceedings of the 7th International Biometrics Conference, London (Elsevier, 2004)
T. Matsumoto, Assessing the security of advanced biometric systems: finger, vein and iris, in Proceedings of the 10th International Biometrics Conference, London (Elsevier, 2007)
A. Pacut, A. Czajka, Aliveness detection for iris biometrics in Proceedings of the 40th IEEE International Carnahan Conference on Security Technology, Lexington, Kentucky (IEEE, 2006), pp. 122–129
V. Ruiz-Albacete, P. Tome-Gonzalez, F. Alonso-Fernandez, J. Galbally, J. Fierrez, J. Ortega-Garcia, Direct attacks using fake images in iris verification, in Proceedings of the COST 2101 Workshop on Biometrics and Identity Management (BioID), Roskilde. LNCS, vol. 5372 (Springer, 2008), pp. 181–190
L. Thalheim, J. Krissler, P-M. Ziegler, Körperkontrolle: Biometrische Zugangssicherungen auf die Probe gestellt (Body check. Biometric access protection devices and their programs put to the test.). (Heinz Heise Publishing, Hanover, 2002), pp. 114–123
B. Toth, Liveness detection for iris recognition, in Proceedings of the Biometrics and E-Authentication Over Open Networks, Gaithersburg (NIST, 2005)
B. Toth, Biometric liveness detection, in Information Security Bulletin, ISB1008 (CHI Publishing, 2005), pp. 291–297
Z. Wei, X. Qiu, Z. Sun, T. Tan, Counterfeit iris detection based on texture analysis, in Proceedings of the IEEE International Conference on Pattern Recognition (ICPR), Tampa, 2008
H. Zhang, Z. Sun, T. Tan, J. Wang, Learning hierarchical visual codebook for iris liveness detection, in International Joint Conference on Biometrics, Washington, DC, 2011
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Toth, A.B., Galbally, J. (2015). Anti-spoofing, Iris. In: Li, S.Z., Jain, A.K. (eds) Encyclopedia of Biometrics. Springer, Boston, MA. https://doi.org/10.1007/978-1-4899-7488-4_179
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DOI: https://doi.org/10.1007/978-1-4899-7488-4_179
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