Fabio Roli

Fabio Roli

Università degli Studi di Cagliari - Cagliari / Italy
Engineering & Technology / Computer Science
AD Scientific Index ID: 1801796
University of Cagliari
person_outline Fabio Roli's MOST POPULAR ARTICLES
1-) Evasion attacks against machine learning at test timeB Biggio, I Corona, D Maiorca, B Nelson, N Šrndić, P Laskov, G Giacinto, ...Joint European conference on machine learning and knowledge discovery in …, 201312192013
2-) Wild patterns: Ten years after the rise of adversarial machine learningB Biggio, F RoliPattern Recognition 84, 317-331, 201810732018
3-) Towards poisoning of deep learning algorithms with back-gradient optimizationL Muñoz-González, B Biggio, A Demontis, A Paudice, V Wongrassamee, ...Proceedings of the 10th ACM workshop on artificial intelligence and security …, 20176472017
4-) Design of effective neural network ensembles for image classification purposesG Giacinto, F RoliImage and Vision Computing 19 (9-10), 699-707, 20016322001
5-) Security evaluation of pattern classifiers under attackB Biggio, G Fumera, F RoliIEEE transactions on knowledge and data engineering 26 (4), 984-996, 20135782013