Giorgio Fumera
Giorgio Fumera
Associate Professor of Computer Engineering, University of Cagliari
Verified email at - Homepage
Cited by
Cited by
Security evaluation of pattern classifiers under attack
B Biggio, G Fumera, F Roli
IEEE transactions on knowledge and data engineering 26 (4), 984-996, 2014
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
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
Reject option with multiple thresholds
G Fumera, F Roli, G Giacinto
Pattern recognition 33 (12), 2099-2101, 2000
Spam filtering based on the analysis of text information embedded into images
G Fumera, I Pillai, F Roli
Journal of Machine Learning Research 7 (Dec), 2699-2720, 2006
Multiple classifier systems for robust classifier design in adversarial environments
B Biggio, G Fumera, F Roli
International Journal of Machine Learning and Cybernetics 1 (1-4), 27-41, 2010
Support vector machines with embedded reject option
G Fumera, F Roli
Pattern recognition with support vector machines, 811-919, 2002
Security evaluation of biometric authentication systems under real spoofing attacks
B Biggio, Z Akhtar, G Fumera, GL Marcialis, F Roli
IET biometrics 1 (1), 11-24, 2012
Design of effective multiple classifier systems by clustering of classifiers
G Giacinto, F Roli, G Fumera
Pattern Recognition, 2000. Proceedings. 15th International Conference on 2 …, 2000
Support vector machines for remote-sensing image classification
F Roli, G Fumera
Proc. SPIE 4170, 160-166, 2001
Bagging Classifiers for Fighting Poisoning Attacks in Adversarial Classification Tasks.
B Biggio, I Corona, G Fumera, G Giacinto, F Roli
MCS, 350-359, 2011
Security evaluation of support vector machines in adversarial environments
B Biggio, I Corona, B Nelson, BIP Rubinstein, D Maiorca, G Fumera, ...
Support Vector Machines Applications, 105-153, 2014
A survey and experimental evaluation of image spam filtering techniques
B Biggio, G Fumera, I Pillai, F Roli
Pattern Recognition Letters 32 (10), 1436-1446, 2011
Pattern recognition systems under attack: Design issues and research challenges
B Biggio, G Fumera, F Roli
International Journal of Pattern Recognition and Artificial Intelligence 28 …, 2014
Multimodal person reidentification using RGB-D cameras
F Pala, R Satta, G Fumera, F Roli
IEEE Transactions on Circuits and Systems for Video Technology 26 (4), 788-799, 2016
A theoretical analysis of bagging as a linear combination of classifiers
G Fumera, R Fabio, S Alessandra
IEEE Transactions on Pattern Analysis and Machine Intelligence 30 (7), 1293-1299, 2008
Adversarial biometric recognition: A review on biometric system security from the adversarial machine-learning perspective
B Biggio, G Fumera, P Russu, L Didaci, F Roli
IEEE Signal Processing Magazine 32 (5), 31-41, 2015
Poisoning attacks to compromise face templates
B Biggio, L Didaci, G Fumera, F Roli
Biometrics (ICB), 2013 International Conference on, 1-7, 2013
Adversarial pattern classification using multiple classifiers and randomisation
B Biggio, G Fumera, F Roli
Structural, Syntactic, and Statistical Pattern Recognition, 500-509, 2008
An experimental comparison of classifier fusion rules for multimodal personal identity verification systems
F Roli, J Kittler, G Fumera, D Muntoni
Multiple Classifier Systems 2364, 325-335, 2002
The system can't perform the operation now. Try again later.
Articles 1–20