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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) L. Muñoz-González, Biggio, B., Demontis, A., Paudice, A., Wongrassamee, V., Lupu, E. C., and Roli, F.,
“Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization”, in
10th ACM Workshop on Artificial Intelligence and Security, 2017, pp. 27-38.
(4.08 MB) A. Montali, Giacinto, G., Migliaccio, M., and Gambardella, A.,
“Supervised Pattern Classification Techniques for Oil Spill Classification in SAR Images: Preliminary Results”, in
SEASAR2006 Workshop, ESA-ESRIN, Frascati, Italy, 2006, pp. 23-26.
M. Melis, Maiorca, D., Biggio, B., Giacinto, G., and Roli, F.,
“Explaining Black-box Android Malware Detection”, in
26th European Signal Processing Conference (EUSIPCO '18), Rome, Italy, 2018, pp. 524-528.
(431.78 KB) M. Melis, Scalas, M., Demontis, A., Maiorca, D., Biggio, B., Giacinto, G., and Roli, F.,
“Do Gradient-Based Explanations Tell Anything About Adversarial Robustness to Android Malware?”,
International Journal of Machine Learning and Cybernetics, vol. 13, pp. 217-232, 2022.
(1.2 MB) M. Melis, Piras, L., Biggio, B., Giacinto, G., Fumera, G., and 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), pp. 78-88.
(829.37 KB) M. Melis, Demontis, A., Biggio, B., Brown, G., Fumera, G., and 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), pp. 751-759.
(3.16 MB) M. Mauri, Mulas, A., and 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., Andronico, P., Multineddu, P., Coli, P., and 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 and Roli, F.,
“Fusion of PCA and LDA for Face Verification”, in
Post-ECCV Workshop on Biometric Authentication (BIOMET02), Copenhagen (Denmark), 2002, vol. 2359, pp. 30-37.
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.
G. L. Marcialis, Didaci, L., Pisano, A., Granger, E., and 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.
G. L. Marcialis and Roli, F.,
“Fingerprint verification by decision-level fusion of optical and capacitive sensors”, in
International Workshop on Biometric Authentication (BioAW04), Prague (Czech Republic), 2004, vol. 3087, pp. 307-317.
G. L. Marcialis, Fumera, G., and Biggio, B.,
“Anti-spoofing: Multimodal”, in
Encyclopedia of Biometrics,
S. Z. Li and Jain, A. K. Springer US, 2014, pp. 1-4.
G. L. Marcialis and Roli, F.,
“Perceptron-based fusion of multiple fingerprint matchers”, in
First International Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR03), Firenze (Italy), 2003, pp. 92-99.
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) G. L. Marcialis, Roli, F., and Frasconi, P.,
“Fingerprint Classification by Combination of Flat and Structural Approaches”, in
3rd International Conference on Audio- and Video- Based Biometric Person Authentication AVBPA'01, Halmstad (Sweden), 2001, vol. 2091, pp. 241-246.