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V. Mura, Yambay, D., Ghiani, L., Marcialis, G. L., Schuckers, S., e 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) L. Muñoz-González, Biggio, B., Demontis, A., Paudice, A., Wongrassamee, V., Lupu, E. C., e Roli, F.,
«Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization», in
10th ACM Workshop on Artificial Intelligence and Security, 2017, pagg 27-38.
(4.08 MB) A. Montali, Giacinto, G., Migliaccio, M., e Gambardella, A.,
«Supervised Pattern Classification Techniques for Oil Spill Classification in SAR Images: Preliminary Results», in
SEASAR2006 Workshop, ESA-ESRIN, Frascati, Italy, 2006, pagg 23-26.
M. Melis, Demontis, A., Biggio, B., Brown, G., Fumera, G., e Roli, F.,
«Is Deep Learning Safe for Robot Vision? Adversarial Examples against the iCub Humanoid», in
ICCV 2017 Workshop on Vision in Practice on Autonomous Robots (ViPAR), Venice, Italy, 2017, vol 2017 IEEE International Conference on Computer Vision Workshops (ICCVW), pagg 751-759.
(3.16 MB) M. Melis, Maiorca, D., Biggio, B., Giacinto, G., e Roli, F.,
«Explaining Black-box Android Malware Detection», in
26th European Signal Processing Conference (EUSIPCO '18), Rome, Italy, 2018, pagg 524-528.
(431.78 KB) M. Melis, Scalas, M., Demontis, A., Maiorca, D., Biggio, B., Giacinto, G., e Roli, F.,
«Do Gradient-Based Explanations Tell Anything About Adversarial Robustness to Android Malware?»,
International Journal of Machine Learning and Cybernetics, vol 13, pagg 217-232, 2022.
(1.2 MB) M. Melis, Piras, L., Biggio, B., Giacinto, G., Fumera, G., e Roli, F.,
«Fast Image Classification with Reduced Multiclass Support Vector Machines», in
18th Int'l Conf. on Image Analysis and Processing, Genova, Italy, 2015, vol Image Analysis and Processing (ICIAP 2015), pagg 78-88.
(829.37 KB) M. Mauri, Mulas, A., e Ariu, D.,
«The Dark Side of Open Data»,
2nd International Workshop on Knowledge Discovery on the WEB (KDWEB). Cagliari, 2016.
(124.62 KB)
(1.33 MB) G. L. Marcialis, Roli, F., e Tidu, A.,
«Analysis of Fingerprint Pores for Vitality Detection», in
Pattern Recognition (ICPR), 2010 20th International Conference on, Instanbul (Turkey), 2010.
G. L. Marcialis e Roli, F.,
«Experimental results on fusion of multiple fingerprint matchers», in
4th International Conference on Audio- and Video-based Person Authentication (AVBPA03), Guildford (U.K.), 2003, vol 2688, pagg 814-820.
G. L. Marcialis e Roli, F.,
«Serial fusion of fingerprint and face matchers», in
7th Int. Workshop on Multiple Classifiers Systems MCS07, Prague (Czech Republic), 2007, vol 4472.
G. L. Marcialis, Roli, F., e Loddo, P.,
«Fusion of Multiple Matchers for Fingerprint Verification», in
8th Congress of Italian Association for Artificial Intelligence, Siena (Italy), 2002.
G. L. Marcialis, Mastinu, P., e 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.
G. L. Marcialis, Roli, F., e Serrau, A.,
«Graph-Based and Structural Methods for Fingerprint Classification», in
Applied Graph Theory in Computer Vision and Pattern Recognition,
A. Kandel, Bunke, H., e Last, M. Springer, 2007, pagg 205-226.
G. L. Marcialis e Roli, F.,
«High security fingerprint verification by perceptron-based fusion of multiple matchers», in
5th International Workshop on Multiple Classifiers Systems (MCS04), Cagliari (Italy), 2004, vol 3077, pagg 364-373.
G. L. Marcialis, Roli, F., Andronico, P., Multineddu, P., Coli, P., e Delogu, G.,
«Video Biometric Surveillance and Forensic Image Analysis», in
First Workshop on Video Surveillance projects in Italy (VISIT 2008), Modena (Italy), 2008.
G. L. Marcialis e Roli, F.,
«Fusion of PCA and LDA for Face Verification», in
Post-ECCV Workshop on Biometric Authentication (BIOMET02), Copenhagen (Denmark), 2002, vol 2359, pagg 30-37.
G. L. Marcialis, Roli, F., Coli, P., e 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, pagg 23-52.
G. L. Marcialis, Didaci, L., Pisano, A., Granger, E., e Roli, F.,
«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.