Fabio Roli

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61 articles

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Coauteurs

Battista BiggioFull Professor, University of Cagliari, ItalyAdresse e-mail validée de unica.it
Gian Luca MarcialisAssociate Professor @ University of Cagliari, ItalyAdresse e-mail validée de diee.unica.it
Giorgio FumeraAssociate Professor of Computer Engineering, University of CagliariAdresse e-mail validée de unica.it
Ambra DemontisAssistant Professor at University of CagliariAdresse e-mail validée de unica.it
Josef KittlerUniversity of SurreyAdresse e-mail validée de surrey.ac.uk
sebastiano b. serpicouniversity of genoa italyAdresse e-mail validée de unige.it
Luca DidaciAssociate Professor of Computer Science, University of Cagliari - ItalyAdresse e-mail validée de unica.it
Igino CoronaComputer Security Researcher & Co-founder, Pluribus OneAdresse e-mail validée de pluribus-one.it
Ignazio PillaiDIEE - University of CagliariAdresse e-mail validée de diee.unica.it
Lorenzo BruzzoneProfessor of Telecommunications, University of TrentoAdresse e-mail validée de ing.unitn.it
Luca GhianiUniversity of Sassari, University of CagliariAdresse e-mail validée de uniss.it
Davide MaiorcaAssociate Professor of Computer Engineering at University of Cagliari, ItalyAdresse e-mail validée de unica.it
Ajita Rattani, PhDAssistant Professor at University of North TexasAdresse e-mail validée de unt.edu
Marco MelisIndividualAdresse e-mail validée de unica.it
Roberto TronciBitTree srl; PRA Lab - University of CagliariAdresse e-mail validée de diee.unica.it
Davide AriuCEO & Co-Founder of Pluribus One, Research Assistant @ University of CagliariAdresse e-mail validée de diee.unica.it
Riccardo SattaPrincipal AI EngineerAdresse e-mail validée de sonicjobs.com
Pavel LaskovUniversity of LiechtensteinAdresse e-mail validée de uni.li
S Schuckers; S CaswellClarkson UniversityAdresse e-mail validée de clarkson.edu
Eric GrangerProfessor of Systems Engineering, École de technologie supérieure, LIVIA, ILLS, REPARTIAdresse e-mail validée de etsmtl.ca

Suivre

Fabio Roli

Professor, University of Genova and Cagliari, Italy

Adresse e-mail validée de unige.it - Page d'accueil

Pattern recognition machine learning computer vision computer security


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Evasion attacks against machine learning at test time B Biggio, I Corona, D Maiorca, B Nelson, N Šrndić, P Laskov, G Giacinto, ... Machine Learning and Knowledge Discovery in Databases: European Conference …, 2013	1897	2013
Wild patterns: Ten years after the rise of adversarial machine learning B Biggio, F Roli Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications …, 2018	1840	2018
Towards poisoning of deep learning algorithms with back-gradient optimization L Muñoz-González, B Biggio, A Demontis, A Paudice, V Wongrassamee, ... Proceedings of the 10th ACM workshop on artificial intelligence and security …, 2017	767	2017
Design of effective neural network ensembles for image classification purposes G Giacinto, F Roli Image and Vision Computing 19 (9-10), 699-707, 2001	633	2001
Security evaluation of pattern classifiers under attack B Biggio, G Fumera, F Roli IEEE transactions on knowledge and data engineering 26 (4), 984-996, 2013	583	2013
Is feature selection secure against training data poisoning? H Xiao, B Biggio, G Brown, G Fumera, C Eckert, F Roli international conference on machine learning, 1689-1698, 2015	542	2015
Methods for designing multiple classifier systems F Roli, G Giacinto, G Vernazza International Workshop on Multiple Classifier Systems, 78-87, 2001	531*	2001
Why do adversarial attacks transfer? explaining transferability of evasion and poisoning attacks A Demontis, M Melis, M Pintor, M Jagielski, B Biggio, A Oprea, ... 28th USENIX security symposium (USENIX security 19), 321-338, 2019	494	2019
Adversarial malware binaries: Evading deep learning for malware detection in executables B Kolosnjaji, A Demontis, B Biggio, D Maiorca, G Giacinto, C Eckert, ... 2018 26th European signal processing conference (EUSIPCO), 533-537, 2018	467	2018
A theoretical and experimental analysis of linear combiners for multiple classifier systems G Fumera, F Roli IEEE transactions on pattern analysis and machine intelligence 27 (6), 942-956, 2005	410	2005
Yes, machine learning can be more secure! a case study on android malware detection A Demontis, M Melis, B Biggio, D Maiorca, D Arp, K Rieck, I Corona, ... IEEE transactions on dependable and secure computing 16 (4), 711-724, 2017	371	2017
Dynamic classifier selection based on multiple classifier behaviour G Giacinto, F Roli Pattern Recognition 34 (9), 1879-1881, 2001	362	2001
Fusion of multiple classifiers for intrusion detection in computer networks G Giacinto, F Roli, L Didaci Pattern recognition letters 24 (12), 1795-1803, 2003	311	2003
Support vector machines under adversarial label contamination H Xiao, B Biggio, B Nelson, H Xiao, C Eckert, F Roli Neurocomputing 160, 53-62, 2015	298	2015
Intrusion detection in computer networks by a modular ensemble of one-class classifiers G Giacinto, R Perdisci, M Del Rio, F Roli Information Fusion 9 (1), 69-82, 2008	293	2008
Adversarial attacks against intrusion detection systems: Taxonomy, solutions and open issues I Corona, G Giacinto, F Roli Information sciences 239, 201-225, 2013	291	2013
An approach to the automatic design of multiple classifier systems G Giacinto, F Roli Pattern recognition letters 22 (1), 25-33, 2001	280	2001
Adversarial feature selection against evasion attacks F Zhang, PPK Chan, B Biggio, DS Yeung, F Roli IEEE transactions on cybernetics 46 (3), 766-777, 2015	271	2015
First international fingerprint liveness detection competition—LivDet 2009 GL Marcialis, A Lewicke, B Tan, P Coli, D Grimberg, A Congiu, A Tidu, ... Image Analysis and Processing–ICIAP 2009: 15th International Conference …, 2009	262	2009
An extension of the Jeffreys-Matusita distance to multiclass cases for feature selection L Bruzzone, F Roli, SB Serpico IEEE Transactions on Geoscience and Remote Sensing 33 (6), 1318-1321, 1995	260	1995

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