Multimodal fusion vulnerability to non-zero effort (spoof) imposters
作者： P. A. Johnson , B. Tan , S. Schuckers
DOI: 10.1109/WIFS.2010.5711469
关键词: Speech recognition 、 Iris recognition 、 Fingerprint (computing) 、 Biometrics 、 Vulnerability (computing) 、 Sensor fusion 、 Computer science 、 Fingerprint recognition 、 Modalities 、 Spoofing attack
摘要: In biometric systems, the threat of “spoofing”, where an imposter will fake a trait, has lead to increased use multimodal systems. It is assumed that must spoof all modalities in system be accepted. This paper looks at cases some but not are spoofed. The contribution this outline method for assessment systems and underlying fusion algorithms. framework described experiments conducted on database face, iris, fingerprint match scores.
sci-hub.se 参考文章(12)
Mark Ordowski, Mark A. Przybocki, Alvin F. Martin, George R. Doddington, Terri Kamm, The DET Curve in Assessment of Detection Task Performance conference of the international speech communication association. ,(1997)
Arun Ross, Anil K Jain, None, Multimodal biometrics: An overview european signal processing conference. pp. 1221- 1224 ,(2004) , 10.5281/ZENODO.38715
Arun Ross, Anil K. Jain, Jian-Zhong Qian, Information Fusion in Biometrics Lecture Notes in Computer Science. pp. 354- 359 ,(2001) , 10.1007/3-540-45344-X_52
Anil Jain, Karthik Nandakumar, Arun Ross, Score normalization in multimodal biometric systems Pattern Recognition. ,vol. 38, pp. 2270- 2285 ,(2005) , 10.1016/J.PATCOG.2005.01.012
Julian Fierrez-Aguilar, Javier Ortega-Garcia, Joaquin Gonzalez-Rodriguez, Josef Bigun, Rapid and brief communication: Discriminative multimodal biometric authentication based on quality measures Pattern Recognition. ,vol. 38, pp. 777- 779 ,(2005) , 10.1016/J.PATCOG.2004.11.012
J. Kittler, Combining classifiers: A theoretical framework Pattern Analysis and Applications. ,vol. 1, pp. 18- 27 ,(1998) , 10.1007/BF01238023
J. Fierrez-Aguilar, J. Ortega-Garcia, J. Gonzalez-Rodriguez, Fusion strategies in multimodal biometric verification international conference on multimedia and expo. ,vol. 3, pp. 5- 8 ,(2003) , 10.1109/ICME.2003.1221234
Ricardo N. Rodrigues, Lee Luan Ling, Venu Govindaraju, Robustness of multimodal biometric fusion methods against spoof attacks Journal of Visual Languages and Computing. ,vol. 20, pp. 169- 179 ,(2009) , 10.1016/J.JVLC.2009.01.010
Andy Adler, Stephanie AC Schuckers, None, Security and Liveness, Overview. Encyclopedia of Biometrics. pp. 1146- 1152 ,(2009)
Julian Fierrez-Aguilar, Yi Chen, Javier Ortega-Garcia, Anil K. Jain, Incorporating image quality in multi-algorithm fingerprint verification international conference on biometrics. pp. 213- 220 ,(2006) , 10.1007/11608288_29