Publications

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2022
A. Janovsky, Maiorca, D., Marko, D., Matyas, V., and Giacinto, G., “A Longitudinal Study of Cryptographic API: A Decade of Android Malware”, 19th International Conference on Security and Cryptography (SECRYPT). pp. 121-133, 2022. (251.06 KB)
2019
V. - T. Ninh, Le, T. - K., Zhou, L., Piras, L., Riegler, M., Lux, M., Tran, M. - T., Gurrin, C., and Dang-Nguyen, D. - T., “LIFER 2.0: Discovering Personal Lifelog Insights using an Interactive Lifelog Retrieval System”, in Working Notes of {CLEF} 2019 - Conference and Labs of the Evaluation Forum, Lugano, Switzerland, September 9-12, 2019., 2019. (1.56 MB)
2016
C. Di Ruberto, Loddo, A., and Putzu, L., “A leucocytes count system from blood smear images: Segmentation and counting of white blood cells based on learning by sampling”, Machine Vision and Applications, vol. 27, pp. 1151 – 1160, 2016.
R. Soleymani, Granger, E., and Fumera, G., “Loss Factors for Learning Boosting Ensembles from Imbalanced Data”, in 23rd International Conference on Pattern Recognition (ICPR 2016), Cancún, Mexico, 2016. (435.44 KB)
2015
C. Di Ruberto, Loddo, A., and Putzu, L., “Learning by sampling for white blood cells segmentation”, in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2015, vol. 9279, pp. 557 – 567.
V. Mura, Yambay, D., Ghiani, L., Marcialis, G. L., Schuckers, S., and Roli, F., “LivDet 2015 – Fingerprint Liveness Detection Competition 2015”, in 7th IEEE Int. Conference on Biometrics: Technology, Applications and Systems (BTAS 2015), 2015. (178.26 KB)
2014
B. Biggio, “On Learning and Recognition of Secure Patterns (Invited keynote at AISec '14)”, in AISec'14: Proceedings of the 2014 ACM Workshop on Artificial Intelligence and Security, co-located with CCS '14, Scottsdale, Arizona, USA, 2014, pp. 1-2. (110.67 KB)
L. Putzu, Caocci, G., and Di Ruberto, C., “Leucocyte classification for leukaemia detection using image processing techniques”, Artificial Intelligence in Medicine, vol. 62, pp. 179 – 191, 2014.
I. Corona, Maiorca, D., Ariu, D., and Giacinto, G., “Lux0R: Detection of Malicious PDF-embedded JavaScript code through Discriminant Analysis of API References”, in AISec'14: Proceedings of the 2014 ACM Workshop on Artificial Intelligence and Security, co-located with CCS '14, Scottdale, Arizona, USA, 2014. (455.14 KB)
2013
L. Ghiani, Yambay, D., Mura, V., Tocco, S., Marcialis, G. L., Roli, F., and Schuckers, S., “LivDet 2013 – Fingerprint Liveness Detection Competition”, in IAPR/IEEE 6th Int. Conf. on Biometrics (ICB 2013), Madrid (Spain), 2013. (755.98 KB)
D. Maiorca, Corona, I., and Giacinto, G., “Looking at the Bag is not Enough to Find the Bomb: an Evasion of Structural Methods for Malicious PDF Files Detection”, in 8th ACM Symposium on Information, Computer and Communications Security (ASIACCS 2013), Hangzhou, China, 2013. (2.12 MB)
2012
G. L. Marcialis, Ghiani, L., Vetter, K., Morgeneier, D., and Roli, F., “Large Scale Experiments on Fingerprint Liveness Detection”, in Joint IAPR Int. Work. on Structural and Statistical Pattern Recognition (SPR & SSPR 2012), Hiroshima (Japan), 2012. (452.46 KB)
B. Biggio, Fumera, G., and Roli, F., “Learning Sparse Kernel Machines with Biometric Similarity Functions for Identity Recognition”, in IEEE 5th International Conference on Biometrics: Theory, Applications and Systems (BTAS 2012), Washington DC (USA), 2012, pp. 325 -330. (336.11 KB)
D. Yambay, Ghiani, L., Denti, P., Marcialis, G. L., Roli, F., and Schuckers, S., “LivDet 2011 – Fingerprint Liveness Detection Competition 2011”, in 5th IAPR/IEEE Int. Conf. on Biometrics (ICB 2012), New Delhi (India), 2012. (1.31 MB)
2011
C. - T. Li and Satta, R., “On the Location-Dependent Quality of the Sensor Pattern Noise and Its Implication in Multimedia Forensics”, in 4th International Conference on Imaging for Crime Detection and Prevention (ICDP 2011), London, United Kingdom, 2011. (399.99 KB)
2009
G. L. Marcialis, Roli, F., and Schuckers, S., “Liveness Detection Competition 2009”, Biometric Technology Today, vol. 17, no. 3, 2009.
2003
G. Fumera and Roli, F., “Linear Combiners for Classifier Fusion: Some Theoretical and Experimental Results”, in 4th Int. Workshop on Multiple Classifier Systems (MCS 2003), Guildford, UK, 2003, vol. 2709, pp. 74-83.
2002
F. Roli, “Linear Combiners for Fusion of Pattern Classifiers”, 2002.
1995
F. Roli and Serpico, S. B., “Land-cover classification in remote-sensing images using structured neural networks”, Int. Journal of EARSel Advances in Remote Sensing, vol. 4, pp. 107-115, 1995.