Publications

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Ajita Rattani, Gian Luca Marcialis, Fabio Roli , "A Multi-modal Dataset, Protocol and Tools for Adaptive Biometric Systems: A Benchmarking Study", International Journal of Biometrics, 2013  . Abstract
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Ajita Rattani, Gian Luca Marcialis, Fabio Roli , "Adaptive Multibiometric Systems: Conceptual Representation and Performance Evaluation Over Time", Handbook on Multibiometrics Systems: Modern Approach to Identity Verification : VDM - Lambert Academic Publishing, pp. 120 -143, 2012  .
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Ajita Rattani, Gian Luca Marcialis, Eric Granger, Fabio Roli , "A Dual-staged Classification-Selection Approach for Automated Update of Biometric Templates", International Conference on Pattern Recognition (ICPR), Tsukuba Science City, JAPAN, 11/11/2012. Abstract
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Ajita Rattani, Gian Luca Marcialis, Fabio Roli , "Biometric System Adaptation by Self-update and Graph-based techniques", Journal of Visual Languages and Computing, Elsevier, 2012. Abstract
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Ajita Rattani, Gian Luca Marcialis, Fabio Roli , "Temporal Analysis of Biometric Template Update Procedures in Uncontrolled Environment", International Conference on Image Analysis and Processing (ICIAP'11), Ravenna, Italy, 2011  .
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Ajita Rattani, Gian Luca Marcialis, Fabio Roli , "Self Adaptive Systems: An Experimental Analysis of the Performance Over Time", In Proc. of IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM'11) - A Special Session on Adaptive Biometric Systems, pp. 36 - 43, 2011  .
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Ajita Rattani, Biagio Freni, Gian Luca Marcialis, Fabio Roli , "Template update methods in adaptive biometric systems: a critical review", 3rd International Conference on Biometrics, vol. 5558, Alghero (Italy), pp. 847-856, 02/06/2009. Abstract
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Ajita Rattani, Gian Luca Marcialis, Fabio Roli , "An Experimental Analysis of the Relationship between Biometric Template Update and the Doddington’s Zoo in Face Verification", 14th International Conference on Image Analysis and Processing (ICIAP09), Vietri sul Mare (Italy), 09/07/2009. Abstract
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Ajita Rattani, Gian Luca Marcialis, Fabio Roli , "Capturing large intra-class variations of biometric data by template co-updating", IEEE Workshop on Biometrics, Int. Conference on Vision and Pattern Recognition CVPR 2008, Anchorage (Alaska, USA), IEEE, pp. 1-6, 23/07/2008. Abstract
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Ajita Rattani, Gian Luca Marcialis, Fabio Roli , "Boosting Gallery Representativeness by Co-updating Face and Fingerprint Verification Systems", 5th Summer School for Advanced Studies on Biometrics for Secure Authentication, 2008  . Abstract
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Ajita Rattani, Gian Luca Marcialis, Fabio Roli , "Biometric template update using the graph mincut: a case study in face verification", 6th IEEE Biometric Symposium, Tampa, Florida, USA, IEEE, 22/09/2008. Abstract
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Alessandra Serrau, Gian Luca Marcialis, Horst Bunke, Fabio Roli , "An Experimental Comparison of Fingerprint Classification Methods Using Graphs", 5th IAPR-TC15 Workshop on Graph-based, L. Brun and M. Vento, vol. 3434, Poitiers, Springer, pp. 281-290, 11/04/2005. Abstract
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A. Jozwik, S.B. Serpico, F. Roli , "A parallel network of modified 1-NN and k-NN classifiers - Application to remote sensing image classification", Pattern Recognition Letters, vol. 19, pp. 57-62, 1998  .
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B
Battista Biggio, Luca Didaci, Giorgio Fumera, Fabio Roli , "Poisoning attacks to compromise face templates", 6th IAPR Int'l Conf. on Biometrics (ICB 2013), Madrid, Spain, 04/06/2013. Abstract
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Battista Biggio, Giorgio Fumera, Fabio Roli , "Security evaluation of pattern classifiers under attack", IEEE Transactions on Knowledge and Data Engineering, In Press  .
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Battista Biggio, Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli , "Security evaluation of biometric authentication systems under real spoofing attacks", IET Biometrics, vol. 1, issue 1, pp. 11-24, 2012  . Abstract
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Battista Biggio, Giorgio Fumera, Fabio Roli , "Learning Sparse Kernel Machines with Biometric Similarity Functions for Identity Recognition", IEEE 5th International Conference on Biometrics: Theory, Applications and Systems (BTAS 2012), Washington DC (USA), pp. 325 -330, 2012  . Abstract
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Battista Biggio, Giorgio Fumera, Fabio Roli, Luca Didaci , "Poisoning adaptive biometric systems", 9th Int'l Workshop on Statistical Techniques in Pattern Recognition (SPR 2012), vol. 7626, pp. 417-425, 2012  .
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Battista Biggio, Giorgio Fumera, Fabio Roli , "Security of pattern recognition systems in adversarial environments", Convegno Gruppo Italiano Ricercatori in Pattern Recognition (GIRPR), 2012  . Abstract
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Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli , "A survey and experimental evaluation of image spam filtering techniques", Pattern Recognition Letters, vol. 32, issue 10, pp. 1436 - 1446, 2011  .
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Battista Biggio, Igino Corona, Giorgio Fumera, Giorgio Giacinto, Fabio Roli , "Bagging classifiers for fighting poisoning attacks in adversarial classification tasks", Multiple Classifier Systems (MCS 2011), vol. 6713: Springer-Verlag, pp. 350-359, 2011  .
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Battista Biggio, Giorgio Fumera, Fabio Roli , "Design of Robust Classifiers for Adversarial Environments", Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on, Anchorage, Alaska, USA, pp. 977--982, October.
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Battista Biggio, Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli , "Robustness of multi-modal biometric verification systems under realistic spoofing attacks", International Joint Conference on Biometrics (IJCB 2011), Washington DC, USA, October. Abstract
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Battista Biggio, Giorgio Fumera, Fabio Roli , "Multiple Classifier Systems under Attack", 9th Int. Workshop on Multiple Classifier Systems (MCS 2010), vol. 5997, Cairo, Egypt, Springer, pp. 74--83, 07/04/2010. Abstract
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Battista Biggio, Giorgio Fumera, Fabio Roli , "Multiple Classifier Systems for Robust Classifier Design in Adversarial Environments", Journal of Machine Learning and Cybernetics, vol. 1, issue 1: Springer Berlin / Heidelberg, pp. 27--41, 2010  .
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