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Filters: First Letter Of Title is F and Author is Battista Biggio  [Clear All Filters]
Conference Paper
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)
M. Pintor, Roli, F., Brendel, W., and Biggio, B., Fast Minimum-norm Adversarial Attacks through Adaptive Norm Constraints, in NeurIPS, 2021.
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)
Journal Article
F. Crecchi, Melis, M., Sotgiu, A., Bacciu, D., and Biggio, B., FADER: Fast adversarial example rejection, Neurocomputing, vol. 470, pp. 257-268, 2022.
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.