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B. Biggio, Fumera, G., e Roli, F.,
«Evade Hard Multiple Classifier Systems», in
Supervised and Unsupervised Ensemble Methods and Their Applications, vol 245,
O. Okun e Valentini, G. Springer Berlin / Heidelberg, 2009, pagg 15-38.
(562.89 KB) B. Biggio, Fumera, G., Pillai, I., Roli, F., e Satta, R.,
«Evading SpamAssassin with obfuscated text images»,
Virus Bulletin, n° 11-2007, 2007.
(689 KB) Z. Akhtar, Fumera, G., Marcialis, G. L., e Roli, F.,
«Evaluation of Multimodal Biometric Score Fusion Rules under Spoof Attacks», in
5th IAPR Int’l Conference on Biometrics (ICB), New Delhi, India, 2012, pagg 402-407.
(612.37 KB) Z. Akhtar, Fumera, G., Marcialis, G. L., e Roli, F.,
«Evaluation of serial and parallel multibiometric systems under spoofing attacks», in
5th IEEE Int'l Conference on Biometrics: Theory, Applications and Systems (BTAS), Washington DC, USA, 2012, vol .
(573.02 KB) B. Biggio, Corona, I., Maiorca, D., Nelson, B., Srndic, N., Laskov, P., Giacinto, G., e Roli, F.,
«Evasion attacks against machine learning at test time», in
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 2013, vol 8190, pagg 387-402.
(473.78 KB) F. Roli, Kittler, J., Fumera, G., e 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, pagg 325-335.
A. Serrau, Marcialis, G. L., Bunke, H., e 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, pagg 281-290.
F. Roli, Raudys, S., e 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, pagg 232-241.
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.
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) L. Demetrio, Biggio, B., Lagorio, G., Roli, F., e 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.
I. Pillai, Satta, R., Fumera, G., e 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., e 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., e 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, pagg 280-289.
(546.25 KB) F
I. Pillai, Fumera, G., e Roli, F.,
«F -Measure Optimisation in Multi-label Classifiers», in
22nd IEEE International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, 2014, pagg 3452 - 3456.
(287.72 KB) 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) R. Satta, Fumera, G., e 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, pagg 1838-1848, 2012.
(976.57 KB) D. Ariu, Marcialis, G. L., Mauri, M., Muntoni, D., Ristori, M., e Roli, F.,
«Fatevi Riconoscere». 2012.
(1.84 MB) H. Xiao, Biggio, B., Brown, G., Fumera, G., Eckert, C., e 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, pagg 1689-1698.
(1.54 MB) G. L. Marcialis, Roli, F., e 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, pagg 241-246.