Fabio Roli is affiliated with the University of Genoa in Italy and has a significant body of research contributions in computer science, particularly in artificial intelligence and related subfields. Their work spans over 214 publications, focusing predominantly on artificial intelligence with 118 publications, computer vision and pattern recognition with 39, and signal processing with 33. Additional areas include computer networks and communications as well as hardware and architecture.
Their research covers a variety of main topics including adversarial robustness in machine learning, anomaly detection techniques and applications, and advanced malware detection techniques. Other topics involve advanced neural network applications, wireless signal modulation classification, network security and intrusion detection, and digital media forensic detection.
Recent significant papers by Fabio Roli include:
Fabio Roli frequently collaborates with several co-authors, including Battista Biggio with 60 joint publications, Ambra Demontis with 43, Luca Demetrio with 28, Maura Pintor with 28, and Antonio Emanuele Cinà with 23 collaborations.
Their work is often published in venues such as arXiv (Cornell University) with 42 publications, Information Sciences with 5, Pattern Recognition with 4, UNICA IRIS Institutional Research Information System (University of Cagliari) with 4, and Computers & Security with 3 publications.
Fabio Roli has received recognition from major professional organizations. They were named an IEEE Fellow in 2012 for contributions to multiple classifier systems. In 2004, they were named a Fellow of the International Association for Pattern Recognition (IAPR) for contributions to pattern recognition and its applications and multiple classifier systems.
Battista Biggio;Igino Corona;Davide Maiorca;Blaine Nelson
Nikunj C. Oza;Robi. Polikar;Josef. Kittler;Fabio. Roli
Battista Biggio;Fabio Roli
Luis Muñoz-González;Battista Biggio;Ambra Demontis;Andrea Paudice
Giorgio Giacinto;Fabio Roli
Battista Biggio;Igino Corona;Davide Maiorca;Blaine Nelson
Battista Biggio;Giorgio Fumera;Fabio Roli
Huang Xiao;Battista Biggio;Gavin Brown;Giorgio Fumera
G. Fumera;F. Roli
Battista Biggio;Giorgio Fumera;Fabio Roli
Giorgio Giacinto;Fabio Roli
Bojan Kolosnjaji;Ambra Demontis;Battista Biggio;Davide Maiorca
Giorgio Giacinto;Fabio Roli;Luca Didaci
Ambra Demontis;Marco Melis;Battista Biggio;Davide Maiorca
Giorgio Giacinto;Roberto Perdisci;Mauro Del Rio;Fabio Roli
Fabio Roli;Giorgio Giacinto;Gianni Vernazza
Giorgio Giacinto;Fabio Roli
L. Bruzzone;F. Roli;S.B. Serpico
Fei Zhang;Patrick P. K. Chan;Battista Biggio;Daniel S. Yeung
Igino Corona;Giorgio Giacinto;Fabio Roli
Gian Luca Marcialis;Aaron Lewicke;Bozhao Tan;Pietro Coli
B. Biggio;F. Roli
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