G. Giacinto, Roli, F., and Fumera, G.,
“Adaptive Query Shifting for Content-Based Image Retrieval”, in
Int. Workshop on Machine Learning and Data Mining in Pattern Recognition (MLDM’01), 2001, vol. 2123, pp. 337-346.
G. Giacinto and Roli, F.,
“Adaptive Selection Of Image Classifiers”, in
9th International Conference on Image Analysis and Processing, Florence, Italy, 1997, pp. 38-45.
B. Kolosnjaji, Demontis, A., Biggio, B., Maiorca, D., Giacinto, G., Eckert, C., and Roli, F.,
“Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables”, in
2018 26th European Signal Processing Conference (EUSIPCO), Rome, 2018, pp. 533-537.
(674.62 KB) G. Giacinto, Perdisci, R., and Roli, F.,
“Alarm Clustering for Intrusion Detection Systems in Computer Networks”, in
Machine Learning and Data Mining in Pattern Recognition (MLDM 2005), Leipzig, Germany, 2005, vol. 3587, pp. 184-193.
G. Giacinto and Roli, F.,
“Automatic Design of Multiple Classifier Systems by Unsupervised Learning”, in
1st Int. Workshop on Machine Learning and Data Mining in Pattern Recognition, 1999, vol. 1715, pp. 131-143.
B. Biggio, Corona, I., Fumera, G., Giacinto, G., and Roli, F.,
“Bagging classifiers for fighting poisoning attacks in adversarial classification tasks”, in
Multiple Classifier Systems (MCS 2011), 2011, vol. 6713, pp. 350-359.
(231.43 KB) F. Roli, Giacinto, G., and Serpico, S. B.,
“Classifier Fusion for Multisensor Image Recognition”, in
Image and Signal Processing for Remote Sensing VI, 2001, Sebastiano B. Serpico., vol. 4170, pp. 103-110.
M. Aresu, Ariu, D., Ahmadi, M., Maiorca, D., and Giacinto, G.,
“Clustering Android Malware Families by Http Traffic”, in
10h International Conference on Malicious and Unwanted Software (MALCON 2015), October 20-22th 2015, Fajardo, Puerto Rico, USA, 2015.
(168.36 KB) R. Tronci, Giacinto, G., and Roli, F.,
“Combination of experts by classifiers in similarity score spaces”, in
Joint IAPR Int. Workshop on Structural and Syntactical Pattern Recognition and Statistical Techniques in Pattern Recognition S+SSPR08, Orlando (Florida, USA), 2008, vol. 5342, pp. 821-830.
J. Austin, Giacinto, G., Kanellopoulos, I., Lees, K., Roli, F., Vernazza, G., and Wilkinson, G.,
“The COMPARES Project: COnnectionist Methods for Preprocessing and Analysis of REmote Sensing data”, in
9th International Conference on Image Analysis and Processing, 1997, vol. 1311, pp. 765-772.
G. Giacinto, Roli, F., and Fumera, G.,
“Comparison and Combination of Adaptive Query Shifting and Feature Relevance Learning for Content-Based Image Retrieval”, in
11th International Conference on Image Analysis and Processing (ICIAP 2001), Palermo, Italy, 2001, pp. 422-427.
P. Piredda, Ariu, D., Biggio, B., Corona, I., Piras, L., Giacinto, G., and Roli, F.,
“Deepsquatting: Learning-based Typosquatting Detection at Deeper Domain Levels”, in
16th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2017), 2017, vol. 10640 of LNCS, pp. 347-358.
(1.21 MB) G. Giacinto, Roli, F., and Fumera, G.,
“Design of effective multiple classifier systems by clustering of classifiers”, in
15th Int. Conference on Pattern Recognition (ICPR 2000), Barcelona, Spain, 2000, vol. 2, pp. 160-163.