Publications

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2011
B. Biggio, Fumera, G., and Roli, F., 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, Satta, R., Fumera, G., and Roli, F., 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, Fumera, G., and Roli, F., 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, Muntoni, D., Fadda, G., Pili, M., Sirena, N., Murgia, G., Ristori, M., and Roli, F., 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, Buonaiuto, A., Marcialis, G. L., Muntoni, D., Medaglia, C. Maria, and Roli, F., Fusion of Radio and Video Localization for People Tracking, in Int. Joint Conf. on Ambient Intelligence (AMI2011), Amsterdam (Holland), 2011.
D. Ariu, Giacinto, G., and Roli, F., 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)
D. Ariu and Giacinto, G., 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, Fumera, G., Roli, F., Cristani, M., and Murino, V., 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, Fumera, G., Marcialis, G. L., and Roli, F., 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, Fumera, G., Marcialis, G. L., and Roli, F., 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, Akhtar, Z., Fumera, G., Marcialis, G. L., and Roli, F., 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, Marcialis, G. L., and Roli, F., 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, Fumera, G., Pillai, I., and Roli, F., A survey and experimental evaluation of image spam filtering techniques, Pattern Recognition Letters, vol. 32, pp. 1436 - 1446, 2011. (2.12 MB)
A. Rattani, Marcialis, G. L., and Roli, F., 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.
2010
F. Roli, Marcialis, G. L., and Coli, P., An advanced image processing tool for latent fingerprint analysis and liveness assessment. 2010.
G. L. Marcialis, Roli, F., and Tidu, A., Analysis of Fingerprint Pores for Vitality Detection, in Pattern Recognition (ICPR), 2010 20th International Conference on, Instanbul (Turkey), 2010.
C. Lobrano, Tronci, R., Giacinto, G., and Roli, F., Dynamic Linear Combination of Two-Class Classifiers, in Lecture Notes in Computer Science, 2010, vol. 6218, pp. 473-482.
G. L. Marcialis, Roli, F., Coli, P., and Delogu, G., A Fingerprint Forensic Tool for Criminal Investigations, in Handbook of Research on Computational Forensics, Digital Crime and Investigation: Methods and Solutions, C. - T. Li IGI Press, 2010, pp. 23-52.
B. Biggio, Fumera, G., and Roli, F., Multiple Classifier Systems for Robust Classifier Design in Adversarial Environments, Journal of Machine Learning and Cybernetics, vol. 1, pp. 27–41, 2010. (844.91 KB)
B. Biggio, Fumera, G., and Roli, F., Multiple Classifier Systems under Attack, in 9th Int. Workshop on Multiple Classifier Systems (MCS 2010), Cairo, Egypt, 2010, vol. 5997, pp. 74–83. (231.42 KB)
B. Biggio, Fumera, G., and Roli, F., Multiple Classifier Systems under Attack, in 9th Int. Workshop on Multiple Classifier Systems (MCS 2010), Cairo, Egypt, 2010, vol. 5997, pp. 74–83. (231.42 KB)
C. Lobrano, Tronci, R., Giacinto, G., and Roli, F., A Score Decidability Index for Dynamic Score Combination, in Pattern Recognition, International Conference on, Los Alamitos, CA, USA, 2010, pp. 69-72.
G. L. Marcialis, Mastinu, P., and Roli, F., Serial fusion of multi-modal biometric systems, in Biometric Measurements and Systems for Security and Medical Applications (BIOMS), 2010 IEEE Workshop on, Taranto (Italy), 2010.
2009
F. Roli, Adversarial Pattern Classification, 2009.
B. Biggio, Fumera, G., and Roli, F., Bayesian Linear Combination of Neural Networks, in Innovations in Neural Information Paradigms and Applications, vol. 247, M. Bianchini, Maggini, M., Scarselli, F., and Jain, L. C. Springer Berlin / Heidelberg, 2009, pp. 201-230. (435.32 KB)

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