Evaluation of serial and parallel multibiometric systems under spoofing attacks
作者： Zahid Akhtar , Giorgio Fumera , Gian Luca Marcialis , Fabio Roli
DOI: 10.1109/BTAS.2012.6374590
关键词:
摘要: Recent works have investigated the robustness to spoofing attacks of multi-modal biometric systems in parallel fusion mode. Contrary a common belief, it has been shown that they can be cracked by only one bio-metric trait. Robustness evaluation serial mode not yet investigated, instead. Thus, aim this paper is comparatively evaluate systems, and modes, under attacks. In particular, we empirically investigate vulnerability face fingerprint biometrics real Our results show both modes are vulnerable against single On other hand, attain favorable trade-off between performance, verification time,
sci-hub.se 参考文章(14)
Arun Ross, Ajita Rattani, Massimo Tistarelli, Exploiting the “doddington zoo” effect in biometric fusion international conference on biometrics theory applications and systems. pp. 264- 270 ,(2009) , 10.1109/BTAS.2009.5339011
Gian Luca Marcialis, Fabio Roli, Luca Didaci, Personal identity verification by serial fusion of fingerprint and face matchers Pattern Recognition. ,vol. 42, pp. 2807- 2817 ,(2009) , 10.1016/J.PATCOG.2008.12.010
Lorene Allano, Bernadette Dorizzi, Sonia Garcia-Salicetti, Tuning cost and performance in multi-biometric systems: A novel and consistent view of fusion strategies based on the Sequential Probability Ratio Test (SPRT) Pattern Recognition Letters. ,vol. 31, pp. 884- 890 ,(2010) , 10.1016/J.PATREC.2010.01.028
J.G. Daugman, High confidence visual recognition of persons by a test of statistical independence IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 15, pp. 1148- 1161 ,(1993) , 10.1109/34.244676
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
B. Biggio, Z. Akhtar, G. Fumera, G.L. Marcialis, F. Roli, Security evaluation of biometric authentication systems under real spoofing attacks IET Biometrics. ,vol. 1, pp. 11- 24 ,(2012) , 10.1049/IET-BMT.2011.0012
Murali Mohan Chakka, André Anjos, Sébastien Marcel, Roberto Tronci, Daniele Muntoni, Gianluca Fadda, Maurizio Pili, Nicola Sirena, Gabriele Murgia, Marco Ristori, Fabio Roli, Junjie Yan, Dong Yi, Zhen Lei, Zhiwei Zhang, Stan Z Li, William Robson Schwartz, Anderson Rocha, Helio Pedrini, Javier Lorenzo-Navarro, Modesto Castrillón-Santana, Jukka Määttä, Abdenour Hadid, Matti Pietikäinen, None, Competition on counter measures to 2-D facial spoofing attacks International Journal of Central Banking. pp. 1- 6 ,(2011) , 10.1109/IJCB.2011.6117509
Xiaofu He, Yue Lu, Pengfei Shi, A Fake Iris Detection Method Based on FFT and Quality Assessment chinese conference on pattern recognition. pp. 1- 4 ,(2008) , 10.1109/CCPR.2008.68
P. A. Johnson, B. Tan, S. Schuckers, Multimodal fusion vulnerability to non-zero effort (spoof) imposters international workshop on information forensics and security. pp. 1- 5 ,(2010) , 10.1109/WIFS.2010.5711469
Zahid Akhtar Shabbeer Ahmad Momin, Security of multimodal biometric systems against spoof attacks ,(2012)