Publications

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F. Roli, Kittler, J., Fumera, G., and Muntoni, D., An Experimental Comparison of Classifier Fusion Rules for Multimodal Personal Identity Verification Systems, in 3rd Int. Workshop on Multiple Classifier Systems (MCS 2002), Cagliari, Italy, 2002, vol. 2364, pp. 325-335.
A. Serrau, Marcialis, G. L., Bunke, H., and Roli, F., An Experimental Comparison of Fingerprint Classification Methods Using Graphs, in 5th IAPR-TC15 Workshop on Graph-based, Poitiers, 2005, L. Brun and M. Vento., vol. 3434, pp. 281-290.
F. Roli, Raudys, S., and Marcialis, G. L., An experimental comparison of fixed and trained fusion rules for crisp classifiers outputs, in 3rd International Workshop on Multiple Classifiers Systems (MCS02), Cagliari (Italy), 2002, vol. 2364, pp. 232-241.
S. B. Serpico, Bruzzone, L., and Roli, F., An experimental comparison of neural and statistical non-parametric algorithms for supervised classification of remote-sensing images, Pattern Recognition Letters, vol. 17, pp. 1331-1341, 1996.
L. Ghiani, Denti, P., and Marcialis, G. L., Experimental results on fingerprint liveness detection, in Proceedings of the 7th international conference on Articulated Motion and Deformable Objects (AMDO 2012), Andratx (Mallorca, Spain), 2012. (595.48 KB)
G. L. Marcialis and 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, pp. 814-820.
L. Ghiani, Marcialis, G. L., and Roli, F., Experimental results on the feature-level fusion of multiple fingerprint liveness detection algorithms, in Proceedings of the on Multimedia and security, Coventry (UK), 2012. (940.07 KB)
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)
L. Demetrio, Biggio, B., Lagorio, G., Roli, F., and Armando, A., Explaining Vulnerabilities of Deep Learning to Adversarial Malware Binaries, in 3rd Italian Conference on Cyber Security, ITASEC 2019, Pisa, Italy, 2019, vol. 2315. (801.85 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)
G. Fadda, Marcialis, G. L., Roli, F., and Ghiani, L., Exploiting the Golden Ratio on Human Faces for Head-Pose Estimation, in IAPR 17th Int. Conf. on Image Analysis and Processing (ICIAP 2013), Napoli (Italy), 2013, vol. Springer LNCS 8156, pp. 280-289. (546.25 KB)
L. Bruzzone, Roli, F., and Serpico, S. B., An extension of the Jeffreys-Matusita distance to multiclass cases for feature selection, IEEE Transactions on Geoscience and Remote Sensing, vol. 33, pp. 1318-1321, 1995.
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I. Pillai, Fumera, G., and Roli, F., F -Measure Optimisation in Multi-label Classifiers, in 22nd IEEE International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, 2014, pp. 3452 - 3456. (287.72 KB)
F. Crecchi, Melis, M., Sotgiu, A., Bacciu, D., and Biggio, B., FADER: Fast adversarial example rejection, Neurocomputing, vol. 470, pp. 257-268, 2022.
R. Satta, Fumera, G., and Roli, F., Fast Appearance-based Person Re-identification and Retrieval Using Dissimilarity Representations, in Convegno Gruppo Italiano Ricercatori in Pattern Recognition (GIRPR), 2012. (945.6 KB)
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. Pintor, Roli, F., Brendel, W., and Biggio, B., Fast Minimum-norm Adversarial Attacks through Adaptive Norm Constraints, in NeurIPS, 2021.
R. Satta, Fumera, G., and Roli, F., Fast Person Re-Identification Based on Dissimilarity Representations, Pattern Recognition Letters, Special Issue on Novel Pattern Recognition-Based Methods for Reidentification in Biometric Context, vol. 33, pp. 1838-1848, 2012. (976.57 KB)
D. Ariu, Marcialis, G. L., Mauri, M., Muntoni, D., Ristori, M., and Roli, F., Fatevi Riconoscere. 2012. (1.84 MB)
F. Cara, Scalas, M., Giacinto, G., and Maiorca, D., On the Feasibility of Adversarial Sample Creation Using the Android System API, Information, no. 11(9): 433, 2020. (1.26 MB)
H. Xiao, Biggio, B., Brown, G., Fumera, G., Eckert, C., and Roli, F., Is Feature Selection Secure against Training Data Poisoning?, in 32nd Int'l Conf. on Machine Learning (ICML) - JMLR W&CP, 2015, vol. 32, pp. 1689-1698. (1.54 MB)
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.
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, Coli, P., and Roli, F., Fingerprint Liveness Detection based on Fake Finger characteristics, International Journal of Digital Crime and Forensics, vol. 4, no. 3, 2012.

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