Journal Article
F. Zhang, Chan, P. P. K., Biggio, B., Yeung, D. S., e Roli, F.,
«Adversarial Feature Selection Against Evasion Attacks»,
IEEE Transactions on Cybernetics, vol 46, n° 3, pagg 766-777, 2016.
(2.12 MB) Y. Yao, Marcialis, G. L., Pontil, M., Frasconi, P., e Roli, F.,
«Combining Flat and Structural Representations for Fingerprint Classification with Recursive Neural Networks and Support Vector Machine»,
Pattern Recognition, vol 36, pagg 397-406, 2003.
A. Sotgiu, Demontis, A., Melis, M., Biggio, B., Fumera, G., Feng, X., e Roli, F.,
«Deep Neural Rejection against Adversarial Examples»,
EURASIP Journal on Information Security, vol 5, 2020.
A. Carcangiu, Spano, L. Davide, Fumera, G., e Roli, F.,
«DEICTIC: a Compositional and Declarative Gesture Description based on Hidden Markov Model»,
International Journal of Human-Computer Studies, vol 122, pag 20, 2019.
(1.69 MB) W. W. Y. Ng, Hu, J., Yeung, D., Yin, S., e Roli, F.,
«Diversified Sensitivity based Undersampling for Imbalance Classification Problems»,
IEEE Transactions on Cybernetics, In Press.
(1.91 MB) M. Melis, Scalas, M., Demontis, A., Maiorca, D., Biggio, B., Giacinto, G., e Roli, F.,
«Do Gradient-Based Explanations Tell Anything About Adversarial Robustness to Android Malware?»,
International Journal of Machine Learning and Cybernetics, vol 13, pagg 217-232, 2022.
(1.2 MB) P. Temple, Perrouin, G., Acher, M., Biggio, B., Jézéquel, J. - M., e Roli, F.,
«Empirical Assessment of Generating Adversarial Configurations for Software Product Lines»,
Empirical Software Engineering, vol 26, n° 6, 2021.
(1.29 MB)