Fabio Roli

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Battista BiggioFull Professor, University of Cagliari, ItalyEmail yang diverifikasi di unica.it
Gian Luca MarcialisAssociate Professor @ University of Cagliari, ItalyEmail yang diverifikasi di diee.unica.it
Giorgio FumeraAssociate Professor of Computer Engineering, University of CagliariEmail yang diverifikasi di unica.it
Ambra DemontisAssistant Professor at University of CagliariEmail yang diverifikasi di unica.it
Josef KittlerUniversity of SurreyEmail yang diverifikasi di surrey.ac.uk
sebastiano b. serpicouniversity of genoa italyEmail yang diverifikasi di unige.it
Luca DidaciAssociate Professor of Computer Science, University of Cagliari - ItalyEmail yang diverifikasi di unica.it
Igino CoronaComputer Security Researcher & Co-founder, Pluribus OneEmail yang diverifikasi di pluribus-one.it
Ignazio PillaiDIEE - University of CagliariEmail yang diverifikasi di diee.unica.it
Lorenzo BruzzoneProfessor of Telecommunications, University of TrentoEmail yang diverifikasi di ing.unitn.it
Luca GhianiUniversity of Sassari, University of CagliariEmail yang diverifikasi di uniss.it
Davide MaiorcaAssociate Professor of Computer Engineering at University of Cagliari, ItalyEmail yang diverifikasi di unica.it
Ajita Rattani, PhDAssistant Professor at University of North TexasEmail yang diverifikasi di unt.edu
Marco MelisIndividualEmail yang diverifikasi di unica.it
Roberto TronciBitTree srl; PRA Lab - University of CagliariEmail yang diverifikasi di diee.unica.it
Davide AriuCEO & Co-Founder of Pluribus One, Research Assistant @ University of CagliariEmail yang diverifikasi di diee.unica.it
Riccardo SattaPrincipal AI EngineerEmail yang diverifikasi di sonicjobs.com
Pavel LaskovUniversity of LiechtensteinEmail yang diverifikasi di uni.li
S Schuckers; S CaswellClarkson UniversityEmail yang diverifikasi di clarkson.edu
Eric GrangerProfessor of Systems Engineering, École de technologie supérieure, LIVIA, ILLS, REPARTIEmail yang diverifikasi di etsmtl.ca

Ikuti

Fabio Roli

Professor, University of Genova and Cagliari, Italy

Email yang diverifikasi di unige.it - Beranda

Pattern recognition machine learning computer vision computer security


Judul Urutkan menurut kutipan Urutkan menurut tahun Urutkan menurut judul	Dikutip oleh Dikutip oleh	Tahun
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	1919	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	1865	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	770	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	634	2001
Methods for designing multiple classifier systems F Roli, G Giacinto, G Vernazza International Workshop on Multiple Classifier Systems, 78-87, 2001	600*	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	575	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	535	2015
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	498	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	471	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	307	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	303	2015
Adversarial attacks against intrusion detection systems: Taxonomy, solutions and open issues I Corona, G Giacinto, F Roli Information sciences 239, 201-225, 2013	298	2013
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	296	2008
An approach to the automatic design of multiple classifier systems G Giacinto, F Roli Pattern recognition letters 22 (1), 25-33, 2001	281	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	268	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	267	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	262	1995

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