Publications

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Conference Paper
G. L. Marcialis and Roli, F., Serial fusion of fingerprint and face matchers, in 7th Int. Workshop on Multiple Classifiers Systems MCS07, Prague (Czech Republic), 2007, vol. 4472.
R. Satta, Sensor Pattern Noise matching based on reliability map for source camera identification, in 10th International Conference on Computer Vision Theory and Applications (VISAPP 2015), Berlin, Germany, 2015. (439.56 KB)
D. Ariu, Giacinto, G., and Perdisci, R., Sensing attacks in Computers Network with Hidden Markov Models, in Machine Learning and Data Mining in Pattern Recognition, MLDM 2007, Leipzig, 2007, vol. 4571, pp. 449-463. (315.94 KB)
L. Didaci, Marcialis, G. L., and Roli, F., Semi-supervised techniques for improving the performance of multiple classifier systems and personal recognition systems using biometric traits, in Italian Conference on Intelligent Systems (CISI06), Ancona (Italy), 2006.
F. Roli and Marcialis, G. L., Semi-supervised PCA-based face recognition using self-training, in Joint IAPR Int. Workshop. on Structural and Syntactical Pattern Recognition and Statistical Techniques in Pattern Recognition S+SSPR06, Hong Kong (China), 2006, vol. 4109.
F. Roli, Semi-supervised Multiple Classifier Systems: Background and Research Directions, in 6th Int. Workshop on Multiple Classifier Systems (MCS 2005), Seaside, CA, USA, 2005, vol. 3541, pp. 1-11.
L. Didaci, Marcialis, G. L., and Roli, F., Semi-supervised co-update of multiple matchers, in 8th International Workshop on Multiple Classifiers Systems, Reykijavik (Iceland), 2009.
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.
R. Tronci, Giacinto, G., and Roli, F., Selection of experts for the design of multiple biometric systems, in Machine Learning and Data Mining in Pattern Recognition, MLDM 2007, Leipzig, 2007, vol. 4571, pp. 795-809.
G. Giacinto, Roli, F., and Fumera, G., Selection of classifiers based on multiple classifier behaviour, in Joint IAPR Int. Workshops on Syntactical and Structural Pattern Recognition and Statistical Pattern Recognition (S+SSPR 2000), Alicante, Spain, 2000, vol. 1876, pp. 87-93.
A. Demontis, Russu, P., Biggio, B., Fumera, G., and Roli, F., On Security and Sparsity of Linear Classifiers for Adversarial Settings, in Joint IAPR Int'l Workshop on Structural, Syntactic, and Statistical Pattern Recognition, Merida, Mexico, 2016, vol. 10029 of LNCS, pp. 322-332. (425.68 KB)
P. Russu, Demontis, A., Biggio, B., Fumera, G., and Roli, F., Secure Kernel Machines against Evasion Attacks, in 9th ACM Workshop on Artificial Intelligence and Security, Vienna, Austria, 2016, pp. 59-69. (686.41 KB)
G. L. Marcialis and Roli, F., Score-level fusion of fingerprint and face matchers for personal verification under “stress” conditions, in 14th IEEE International Conference on Image Analysis and Processing ICIAP 2007, 2007.
G. Giacinto, Roli, F., and Tronci, R., Score Selection Techniques for Fingerprint Multi-modal Biometric Authentication, in 13th International Conference on Image Analysis and Processing (ICIAP 2005), Cagliari (Italy), 2005, vol. 3617, pp. 1018-1025.
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.
D. Maiorca, Mercaldo, F., Giacinto, G., Visaggio, A., and Martinelli, F., R-PackDroid: API Package-Based Characterization and Detection of Mobile Ransomware, in ACM Symposium on Applied Computing (SAC 2017 - Acceptance Rate 15.7%), 2017, pp. 1718-1723. (272.44 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)
Z. Akhtar, Biggio, B., Fumera, G., and Marcialis, G. L., Robustness of Multi-modal Biometric Systems under Realistic Spoof Attacks against All Traits, in IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications (BioMS), Milan, Italy, 2011, pp. 5-10. (954 KB)
T. Hupperich, Maiorca, D., Kührer, M., Holz, T., and Giacinto, G., On the Robustness of Mobile Device Fingerprinting, in 31st Annual Computer Security and Applications Conference (ACSAC 2015), 7-10th December 2015, Los Angeles, USA, 2015, pp. 191-200. (301.87 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)
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)
D. - T. Dang-Nguyen, Piras, L., Giacinto, G., Boato, G., and De Natale, F. G. B., Retrieval of Diverse Images by Pre-filtering and Hierarchical Clustering, in MediaEval (Online Working Notes), Barcelona; Spain, 2014, vol. 1263. (221.52 KB)
B. Freni, Marcialis, G. L., and Roli, F., Replacement algorithms for fingerprint template update, in 5th International Conference on Image Analysis and Recognition (ICIAR 2008), 2008, vol. 5112, pp. 884-893.
R. Satta, Pala, F., Fumera, G., and Roli, F., Real-time Appearance-based Person Re-identification over Multiple KinectTM Cameras, in 8th International Conference on Computer Vision Theory and Applications (VISAPP 2013), Barcelona, Spain, 2013. (974.71 KB)
G. Giacinto and Roli, F., Query Shifting Based on Bayesian Decision Theory for Content-Based Image Retrieval, in oint IAPR Int. Workshops on Syntactical and Structural Pattern Recognition and Statistical Pattern Recognition (S+SSPR 2002), 2002, vol. 2396, pp. 607-616.

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