B. Biggio, Fumera, G., Russu, P., Didaci, L., e Roli, F.,
«Adversarial Biometric Recognition: A Review on Biometric System Security from the Adversarial Machine Learning Perspective»,
IEEE Signal Processing Magazine, vol 32, n° 5, pagg 31-41, 2015.
(751.08 KB) P. Tuveri, Mura, V., Marcialis, G. L., e 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, pagg 540-550.
(408.79 KB) M. Aresu, Ariu, D., Ahmadi, M., Maiorca, D., e 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., e 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., e Roli, F.,
«An Empirical Investigation on the Use of Diversity for Creation of Classifier Ensembles», in
Multiple Classifier Systems, 2015, vol 9132, pagg 206-219.
(216.76 KB) D. Maiorca, Ariu, D., Corona, I., e 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, pagg 68-85.
(503.11 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) 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) 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., e 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., e Marcialis, G. L.,
«Improved Human Gait Recognition», in
18th IAPR Int. Conf. on Image Analysis and Processing (ICIAP), 2015, vol 9280, pagg 119-129.
(398.61 KB) D. Ariu, Corona, I., Tronci, R., e Giacinto, G.,
«Machine Learning in Security Applications»,
Trans. Mach. Learn. Data Min., vol 8, pagg 3-39, 2015.
B. Biggio, Corona, I., He, Z. - M., Chan, P. P. K., Giacinto, G., Yeung, D. S., e Roli, F.,
«One-and-a-half-class Multiple Classifier Systems for Secure Learning against Evasion Attacks at Test Time», in
Int'l Workshop on Multiple Classifier Systems (MCS), 2015, vol 9132, pagg 168-180.
(467.23 KB) A. Gilbert, Piras, L., Wang, J., Yan, F., Dellandrea, E., Gaizauskas, R., Villegas, M., e Mikolajczyk, K.,
«Overview of the ImageCLEF 2015 Scalable Image Annotation, Localization and Sentence Generation task», in
CLEF2015 Working Notes, Toulouse, France, 2015.
(515.88 KB)
(581 bytes) I. Corona, Contini, M., Ariu, D., Giacinto, G., Roli, F., Lund, M., e Marinelli, G.,
«PharmaGuard: Automatic Identification of Illegal Search-Indexed Online Pharmacies»,
IEEE International Conference on Cybernetics - Special session Cybersecurity (CYBERSEC). IEEE, Gdynia, Poland , pagg 324 - 329, 2015.
(1.44 MB)
(3.4 MB)