Journal Article
E. Santucci, Didaci, L., Fumera, G., e Roli, F.,
«A Parameter Randomization Approach for Constructing Classifier Ensembles»,
Pattern Recognition, vol 69, pagg 1-13, 2017.
(448.73 KB) B. Biggio, Fumera, G., e Roli, F.,
«Pattern Recognition Systems under Attack: Design Issues and Research Challenges»,
Int'l J. Patt. Recogn. Artif. Intell., vol 28, n° 7, pag 1460002, 2014.
(1.41 MB) F. Alonso, Roli, F., Marcialis, G. L., Fierrez, J., e Ortega, J.,
«Performance of fingerprint quality measures depending on sensor technology»,
Journal of Electronic Imaging, vol 17, 2008.
S. Rota Bulò, Biggio, B., Pillai, I., Pelillo, M., e Roli, F.,
«Randomized Prediction Games for Adversarial Machine Learning»,
IEEE Transactions on Neural Networks and Learning Systems, vol 28, n° 11, pagg 2466-2478, 2017.
(1.52 MB)
(256.21 KB) L. Ghiani, Yambay, D. A., Mura, V., Marcialis, G. L., Roli, F., e Schuckers, S. A.,
«Review of the Fingerprint Liveness Detection (LivDet) competition series: 2009 to 2015»,
Image and Vision Computing, pag -, 2016.
R. Perdisci, Ariu, D., e Giacinto, G.,
«Scalable Fine-Grained Behavioral Clustering of HTTP-Based Malware»,
Computer Networks - Special Issue on Botnet Activity: Analysis, Detection and Shutdown, vol 57, pagg 487-500, 2013.
(797.8 KB) B. Biggio, Akhtar, Z., Fumera, G., Marcialis, G. L., e Roli, F.,
«Security evaluation of biometric authentication systems under real spoofing attacks»,
IET Biometrics, vol 1, n° 1, pagg 11-24, 2012.
(3.21 MB) B. Biggio, Fumera, G., e Roli, F.,
«Security evaluation of pattern classifiers under attack»,
IEEE Transactions on Knowledge and Data Engineering, vol 26, n° 4, pagg 984-996, 2014.
(1.35 MB) G. Fumera, Pillai, I., e Roli, F.,
«Spam filtering based on the analysis of text information embedded into images»,
Journal of Machine Learning Research (special issue on Machine Learning in Computer Security), vol 7, pagg 2699-2720, 2006.
B. Biggio, Fumera, G., Marcialis, G. L., e Roli, F.,
«Statistical Meta-Analysis of Presentation Attacks for Secure Multibiometric Systems»,
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol 39, n° 3, pagg 561-575, 2017.
(5.7 MB) D. Maiorca, Ariu, D., Corona, I., Aresu, M., e Giacinto, G.,
«Stealth Attacks: An Extended Insight into the Obfuscation Effects on Android Malware»,
Computers And Security (Elsevier), vol 51 (June), pagg 16-31, 2015.
(413.99 KB) L. Didaci, Giacinto, G., Roli, F., e Marcialis, G. L.,
«A study on the performances of Dynamic Classifier Selection based on Local Accuracy Estimation»,
Pattern Recognition, vol 38, pagg 2188-2191, 2005.
A. Demontis, Melis, M., Biggio, B., Fumera, G., e Roli, F.,
«Super-sparse Learning in Similarity Spaces»,
IEEE Computational Intelligence Magazine, vol 11, n° 4, pagg 36-45, 2016.
(555.22 KB) P. Pellegretti, Roli, F., Serpico, S. B., e Vernazza, G.,
«Supervised learning of descriptions for image recognition purposes»,
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol 16, pagg 92-98, 1994.
H. Xiao, Biggio, B., Nelson, B., Xiao, H., Eckert, C., e Roli, F.,
«Support Vector Machines under Adversarial Label Contamination»,
Neurocomputing, Special Issue on Advances in Learning with Label Noise, vol 160, pagg 53-62, 2015.
(2.8 MB)