Publications

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2012
B. Biggio, G. Fumera, G. L. Marcialis, and F. Roli, Security of pattern recognition systems in adversarial environments. 2012. (235.41 KB)
G. L. Marcialis, L. Didaci, A. Pisano, E. Granger, and F. Roli, Why template self-update should work in biometric authentication systems?, in Information Science, Signal Processing and their Applications (ISSPA), 2012 11th International Conference on, Montreal, QC, 2012.
2011
F. Roli, Adaptive Biometric Systems, 2011.
L. Didaci, G. L. Marcialis, and F. Roli, Adaptive Multibiometric Systems, in Multibiometrics for Human Identification, B. Bhanu and V. Govindaraju Cambridge University Press, 2011.
B. Biggio, I. Corona, G. Fumera, G. Giacinto, and F. Roli, Bagging classifiers for fighting poisoning attacks in adversarial classification tasks, in Multiple Classifier Systems (MCS 2011), 2011, vol. 6713, pp. 350-359. (231.43 KB)
B. Biggio, I. Corona, G. Fumera, G. Giacinto, and F. Roli, Bagging classifiers for fighting poisoning attacks in adversarial classification tasks, in Multiple Classifier Systems (MCS 2011), 2011, vol. 6713, pp. 350-359. (231.43 KB)
I. Pillai, G. Fumera, and F. Roli, A Classification Approach with a Reject Option for Multi-label Problems, in 16th Int. Conf. on Image Analysis and Processing (ICIAP 2011), Ravenna, Italy, 2011. (279.96 KB)
I. Pillai, G. Fumera, and F. Roli, Classifier Selection Approaches for Multi-label Problems, in 10th Int. Workshop on Multiple Classifier Systems (MCS 2011), Naples, 2011. (282.8 KB)
M. Mohan Chakka et al., Competition on Counter Measures to 2-D Facial Spoofing Attacks, in International Joint Conference on Biometrics (IJCB 2011), 2011.
B. Biggio, G. Fumera, and F. Roli, Design of Robust Classifiers for Adversarial Environments, in IEEE International Conference on Systems, Man, and Cybernetics (SMC 2011), Anchorage, Alaska, USA, 2011, pp. 977–982. (328.68 KB)
I. Pillai, R. Satta, G. Fumera, and F. Roli, Exploiting Depth Information for Indoor-Outdoor Scene Classification, in 16th Int. Conf. on Image Analysis and Processing (ICIAP 2011), Ravenna, Italy, 2011. (1.23 MB)
R. Satta, G. Fumera, and F. Roli, Exploiting Dissimilarity Representations for Person Re-Identification, in 1st International Workshop on Similarity-Based Pattern Analysis and Recognition (SIMBAD 2011), Venice, Italy, 2011. (686.41 KB)
R. Tronci et al., Fusion of multiple clues for photo-attack detection in face recognition systems, in International Joint Conference on Biometrics (IJCB 2011), IEEE Computer Society (2011), 2011.
M. Dibitonto, A. Buonaiuto, G. L. Marcialis, D. Muntoni, C. Maria Medaglia, and F. Roli, Fusion of Radio and Video Localization for People Tracking, in Int. Joint Conf. on Ambient Intelligence (AMI2011), Amsterdam (Holland), 2011.
D. Ariu, G. Giacinto, and F. Roli, Machine Learning in Computer Forensics (and the Lessons Learned from Machine Learning in Computer Security), in AISec 2011: 4th ACM Workshop on Artificial Intelligence and Security, Chicago, IL, USA, 2011. (379.05 KB)
Z. Akhtar, G. Fumera, G. L. Marcialis, and F. Roli, A method for performance evaluation of multi-modal biometric systems under spoofing attacks, in 45th IEEE Int. Carnahan Conf. on Security Technology (ICCST 2011), Barcelona (Spain), 2011.
D. Ariu and G. Giacinto, A modular architecture for the analysis of HTTP payloads based on Multiple Classifiers, in 10th Int. Workshop on Multiple Classifier Systems (MCS 2011), Naples, Italy, 2011. (244.9 KB)
R. Satta, G. Fumera, F. Roli, M. Cristani, and V. Murino, A Multiple Component Matching Framework for Person Re-Identification, in 16th Int. Conf. on Image Analysis and Processing (ICIAP 2011), Ravenna, Italy, 2011. (519.85 KB)
Z. Akhtar, G. Fumera, G. L. Marcialis, and F. Roli, Performance Prediction of Biometric Systems under Spoof Attacks, in 16th IEEE Int. Conf. on Image Analysis and Processing (ICIAP2011), Ravenna (Italy), 2011.
Z. Akhtar, G. Fumera, G. L. Marcialis, and F. Roli, Robustness analysis of likelihood ratio score fusion rule for multi-modal biometric systems under spoof attacks, in 45th IEEE Int’l Carnahan Conference on Security Technology (ICCST) , Barcelona, Spain, 2011, pp. 237-244. (812.36 KB)
Z. Akhtar, G. Fumera, G. L. Marcialis, and F. Roli, Robustness Evaluation of Biometric Systems under Spoof Attacks, in 16th Int’l Conference on Image Analysis and Processing (ICIAP), Ravenna, Italy, 2011, pp. 159-168. (220.73 KB)
B. Biggio, Z. Akhtar, G. Fumera, G. L. Marcialis, and F. Roli, Robustness of multi-modal biometric verification systems under realistic spoofing attacks, in Int’l Joint Conference on Biometrics (IJCB), Washington DC, USA, 2011. (2.25 MB)
A. Rattani, G. L. Marcialis, and F. Roli, Self Adaptive Systems: An Experimental Analysis of the Performance Over Time, in In Proc. of IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM'11) - A Special Session on Adaptive Biometric Systems, Paris (France), 2011, pp. 36 - 43.
B. Biggio, G. Fumera, I. Pillai, and F. Roli, A survey and experimental evaluation of image spam filtering techniques, Pattern Recognition Letters, vol. 32, pp. 1436 - 1446, 2011. (2.12 MB)
A. Rattani, G. L. Marcialis, and F. Roli, Temporal Analysis of Biometric Template Update Procedures in Uncontrolled Environment, in International Conference on Image Analysis and Processing (ICIAP'11), Ravenna, Italy, Ravenna (Italy), 2011.

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