P. Russu, Demontis, A., Biggio, B., Fumera, G., e Roli, F.,
«Secure Kernel Machines against Evasion Attacks», in
9th ACM Workshop on Artificial Intelligence and Security, Vienna, Austria, 2016, pagg 59-69.
(686.41 KB) A. Demontis, Russu, P., Biggio, B., Fumera, G., e Roli, F.,
«On Security and Sparsity of Linear Classifiers for Adversarial Settings», in
Joint IAPR Int'l Workshop on Structural, Syntactic, and Statistical Pattern Recognition, Merida, Mexico, 2016, vol 10029 of LNCS, pagg 322-332.
(425.68 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) B. Biggio, Corona, I., Nelson, B., Rubinstein, B. I. P., Maiorca, D., Fumera, G., Giacinto, G., e Roli, F.,
«Security Evaluation of Support Vector Machines in Adversarial Environments», in
Support Vector Machines Applications,
Y. Ma e Guo, G. Springer International Publishing, 2014, pagg 105-153.
(687.1 KB) G. Giacinto, Roli, F., e Fumera, G.,
«Selection of classifiers based on multiple classifier behaviour», in
Joint IAPR Int. Workshops on Syntactical and Structural Pattern Recognition and Statistical Pattern Recognition (S+SSPR 2000), Alicante, Spain, 2000, vol 1876, pagg 87-93.
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) 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) A. Demontis, Biggio, B., Fumera, G., e Roli, F.,
«Super-Sparse Regression for Fast Age Estimation From Faces at Test Time», in
18th Int'l Conf. on Image Analysis and Processing (ICIAP), Genova, Italy, 2015, vol Image Analysis and Processing (ICIAP 2015), pagg 551-562.
(678.7 KB)