Publications

Export 5 results:
Filters: First Letter Of Title is F and Author is Battista Biggio  [Clear All Filters]
Journal Article
L. Demetrio, Biggio, B., Lagorio, G., Roli, F., and Armando, A., Functionality-Preserving Black-Box Optimization of Adversarial Windows Malware, IEEE Transactions on Information Forensics and Security, vol. 16, pp. 3469-3478, 2021.
F. Crecchi, Melis, M., Sotgiu, A., Bacciu, D., and Biggio, B., FADER: Fast adversarial example rejection, Neurocomputing, vol. 470, pp. 257-268, 2022.
Conference Paper
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. Pintor, Roli, F., Brendel, W., and Biggio, B., Fast Minimum-norm Adversarial Attacks through Adaptive Norm Constraints, in NeurIPS, 2021.
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)