B. Biggio, Fumera, G., and Roli, F.,
“Security evaluation of pattern classifiers under attack”,
IEEE Transactions on Knowledge and Data Engineering, vol. 26, no. 4, pp. 984-996, 2014.
(1.35 MB) B. Biggio, Fumera, G., Marcialis, G. L., and Roli, F.,
“Statistical Meta-Analysis of Presentation Attacks for Secure Multibiometric Systems”,
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 39, no. 3, pp. 561-575, 2017.
(5.7 MB) A. Demontis, Melis, M., Biggio, B., Fumera, G., and Roli, F.,
“Super-sparse Learning in Similarity Spaces”,
IEEE Computational Intelligence Magazine, vol. 11, no. 4, pp. 36-45, 2016.
(555.22 KB) H. Xiao, Biggio, B., Nelson, B., Xiao, H., Eckert, C., and Roli, F.,
“Support Vector Machines under Adversarial Label Contamination”,
Neurocomputing, Special Issue on Advances in Learning with Label Noise, vol. 160, pp. 53-62, 2015.
(2.8 MB) B. Biggio, Fumera, G., Pillai, I., and Roli, F.,
“A survey and experimental evaluation of image spam filtering techniques”,
Pattern Recognition Letters, vol. 32, pp. 1436 - 1446, 2011.
(2.12 MB) A. Demontis, Melis, M., Biggio, B., Maiorca, D., Arp, D., Rieck, K., Corona, I., Giacinto, G., and Roli, F.,
“Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection”,
IEEE Trans. Dependable and Secure Computing, vol. 16, no. 4, pp. 711-724, 2019.
(3.61 MB)