Fabio Roli

Citado por

	Total	Desde 2019
Citas	27468	14145
Índice h	80	54
Índice i10	278	169

2700

1350

675

2025

200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023202481 115 175 275 393 368 423 466 572 589 687 673 814 809 1095 1156 1121 1296 1747 1944 2341 2455 2595 2685 2100

Acceso público

Ver todo

60 artículos

15 artículos

disponibles

no disponibles

Basado en requisitos de financiación

Coautores

Battista BiggioFull Professor, University of Cagliari, ItalyDirección de correo verificada de unica.it
Gian Luca MarcialisAssociate Professor @ University of Cagliari, ItalyDirección de correo verificada de diee.unica.it
Giorgio FumeraAssociate Professor of Computer Engineering, University of CagliariDirección de correo verificada de unica.it
Giorgio GiacintoProfessor, University of CagliariDirección de correo verificada de unica.it
Ambra DemontisAssistant Professor at University of CagliariDirección de correo verificada de unica.it
Josef KittlerUniversity of SurreyDirección de correo verificada de surrey.ac.uk
sebastiano b. serpicouniversity of genoa italyDirección de correo verificada de unige.it
Luca DidaciAssociate Professor of Computer Science, University of Cagliari - ItalyDirección de correo verificada de unica.it
Igino CoronaComputer Security Researcher & Co-founder, Pluribus OneDirección de correo verificada de pluribus-one.it
Ignazio PillaiDIEE - University of CagliariDirección de correo verificada de diee.unica.it
Lorenzo BruzzoneProfessor of Telecommunications, University of TrentoDirección de correo verificada de ing.unitn.it
Luca GhianiUniversity of Sassari, University of CagliariDirección de correo verificada de uniss.it
Davide MaiorcaAssistant Professor of Computer Engineering at University of Cagliari, ItalyDirección de correo verificada de unica.it
Ajita Rattani, PhDAssistant Professor at University of North TexasDirección de correo verificada de unt.edu
Marco MelisIndividualDirección de correo verificada de unica.it
Roberto TronciBitTree srl; PRA Lab - University of CagliariDirección de correo verificada de diee.unica.it
Davide AriuCEO & Co-Founder of Pluribus One, Research Assistant @ University of CagliariDirección de correo verificada de diee.unica.it
Riccardo SattaMachine Learning LeadDirección de correo verificada de sonicjobs.com
S Schuckers; S CaswellClarkson UniversityDirección de correo verificada de clarkson.edu
Eric GrangerProfessor Systems Eng, École de technologie supérieure, FRQS Double Chair in AI/Health LIVIA REPARTIDirección de correo verificada de etsmtl.ca

Seguir

Fabio Roli

Professor, University of Genova and Cagliari, Italy

Dirección de correo verificada de unige.it - Página principal

Pattern recognition machine learning computer vision computer security


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	1851	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	1775	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	743	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	477	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	448	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	363	2017
Dynamic classifier selection based on multiple classifier behaviour G Giacinto, F Roli Pattern Recognition 34 (9), 1879-1881, 2001	360	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	294	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	285	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
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	261	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	259	1995

El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.

Artículos 1–20

Citas por año

Citas duplicadas

Citas combinadas

Añadir coautoresCoautores

Seguir

Citado por

Coautores