B. Biggio, Fumera, G., Russu, P., Didaci, L., and Roli, F.,
“Adversarial Biometric Recognition: A Review on Biometric System Security from the Adversarial Machine Learning Perspective”,
IEEE Signal Processing Magazine, vol. 32, no. 5, pp. 31-41, 2015.
(751.08 KB) P. Tuveri, Mura, V., Marcialis, G. L., and Roli, F.,
“A classification-selection approach for self updating of face verification systems under stringent storage and computational requirements”, in
18th IAPR Int. Conf. on Image Analysis and Processing (ICIAP), 2015, vol. 9280, pp. 540-550.
(408.79 KB) 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) I. Sanchez, Satta, R., Giuliani, R., and Baldini, G.,
“Detection of DECT identity spoofing through Radio Frequency fingerprinting”, in
38th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO 2015), Opatija, Croatia, 2015.
(778.81 KB) M. A. O. Ahmed, Didaci, L., Fumera, G., and Roli, F.,
“An Empirical Investigation on the Use of Diversity for Creation of Classifier Ensembles”, in
Multiple Classifier Systems, 2015, vol. 9132, pp. 206-219.
(216.76 KB) D. Maiorca, Ariu, D., Corona, I., and Giacinto, G.,
“An Evasion Resilient Approach to the Detection of Malicious PDF Files”, in
Information Systems Security and Privacy (Communication in Computer and Information Science), vol. 576, Springer, 2015, pp. 68-85.
(503.11 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) 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) M. Villegas, Müller, H., Gilbert, A., Piras, L., Wang, J., Mikolajczyk, K., de Herrera, A. García Se, Bromuri, S., M. Amin, A., Mohammed, M. Kazi, Acar, B., Uskudarli, S., Marvasti, N. B., Aldana, J. F., and García, Mdel Mar Ro,
“General Overview of ImageCLEF at CLEF2015 Labs”, in
Lecture Notes in Computer Science, Springer International Publishing, 2015.
(786.29 KB)
(705 bytes) I. Rida, Bouridane, A., and Marcialis, G. L.,
“Improved Human Gait Recognition”, in
18th IAPR Int. Conf. on Image Analysis and Processing (ICIAP), 2015, vol. 9280, pp. 119-129.
(398.61 KB) D. Ariu, Corona, I., Tronci, R., and Giacinto, G.,
“Machine Learning in Security Applications”,
Trans. Mach. Learn. Data Min., vol. 8, pp. 3-39, 2015.