Fabio Roli

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Battista BiggioFull Professor, University of Cagliari, ItalyPotvrđena adresa e-pošte na unica.it
Gian Luca MarcialisAssociate Professor @ University of Cagliari, ItalyPotvrđena adresa e-pošte na diee.unica.it
Giorgio FumeraAssociate Professor of Computer Engineering, University of CagliariPotvrđena adresa e-pošte na unica.it
Giorgio GiacintoProfessor, University of CagliariPotvrđena adresa e-pošte na unica.it
Ambra DemontisAssistant Professor at University of CagliariPotvrđena adresa e-pošte na unica.it
Josef KittlerUniversity of SurreyPotvrđena adresa e-pošte na surrey.ac.uk
sebastiano b. serpicouniversity of genoa italyPotvrđena adresa e-pošte na unige.it
Luca DidaciAssociate Professor of Computer Science, University of Cagliari - ItalyPotvrđena adresa e-pošte na unica.it
Igino CoronaComputer Security Researcher & Co-founder, Pluribus OnePotvrđena adresa e-pošte na pluribus-one.it
Ignazio PillaiDIEE - University of CagliariPotvrđena adresa e-pošte na diee.unica.it
Lorenzo BruzzoneProfessor of Telecommunications, University of TrentoPotvrđena adresa e-pošte na ing.unitn.it
Luca GhianiUniversity of Sassari, University of CagliariPotvrđena adresa e-pošte na uniss.it
Davide MaiorcaAssistant Professor of Computer Engineering at University of Cagliari, ItalyPotvrđena adresa e-pošte na unica.it
Ajita Rattani, PhDAssistant Professor at University of North TexasPotvrđena adresa e-pošte na unt.edu
Marco MelisIndividualPotvrđena adresa e-pošte na unica.it
Roberto TronciBitTree srl; PRA Lab - University of CagliariPotvrđena adresa e-pošte na diee.unica.it
Davide AriuCEO & Co-Founder of Pluribus One, Research Assistant @ University of CagliariPotvrđena adresa e-pošte na diee.unica.it
Riccardo SattaMachine Learning LeadPotvrđena adresa e-pošte na sonicjobs.com
S Schuckers; S CaswellClarkson UniversityPotvrđena adresa e-pošte na clarkson.edu
Eric GrangerProfessor Systems Eng, École de technologie supérieure, FRQS Double Chair in AI/Health LIVIA REPARTIPotvrđena adresa e-pošte na etsmtl.ca

Prati

Fabio Roli

Professor, University of Genova and Cagliari, Italy

Potvrđena adresa e-pošte na unige.it - Početna stranica

Pattern recognition machine learning computer vision computer security


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
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	1857	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	1781	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	744	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	632	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	578	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	530	2015
Methods for designing multiple classifier systems F Roli, G Giacinto, G Vernazza International Workshop on Multiple Classifier Systems, 78-87, 2001	528*	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	481	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	451	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	361	2017
Dynamic classifier selection based on multiple classifier behaviour G Giacinto, F Roli Pattern Recognition 34 (9), 1879-1881, 2001	361	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	309	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	295	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	286	2013
An approach to the automatic design of multiple classifier systems G Giacinto, F Roli Pattern recognition letters 22 (1), 25-33, 2001	278	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	270	2015
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
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	259	2009

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