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Titolo Data di pubblicazione Autore(i) Rivista Editore
Super-Sparse regression for fast age estimation from faces at test time 2015 Demontis, Ambra; Biggio, Battista; Fumera, Giorgio; Roli, Fabio LECTURE NOTES IN COMPUTER SCIENCE Springer Verlag
One-and-a-half-class multiple classifier systems for secure learning against evasion attacks at test time 2015 Biggio, Battista; Corona, Igino; He, Z. M.; Chan P., P; Giacinto, Giorgio; Yeung D., S; Roli, Fabio Springer Verlag
Fast image classification with reduced multiclass support vector machines 2015 Melis, Marco; Piras, Luca; Biggio, Battista; Giacinto, Giorgio; Fumera, Giorgio; Roli, Fabio Springer
Support vector machines under adversarial label contamination 2015 Xiao, H; Biggio, Battista; Nelson, B; Xiao, H; Eckert, C; Roli, Fabio NEUROCOMPUTING
Data-driven Journal Meta-ranking in Business and Management 2015 Ennas G; Biggio B; Di Guardo MC SCIENTOMETRICS
Adversarial biometric recognition: a review on biometric system security from the adversarial machine-learning perspective 2015 Biggio, Battista; Fumera, Giorgio; Russu, Paolo; Didaci, Luca; Roli, Fabio IEEE SIGNAL PROCESSING MAGAZINE
On Learning and Recognition of Secure Patterns 2014 Biggio B ACM
Security evaluation of pattern classifiers under attack 2014 Biggio, Battista; Fumera, Giorgio; Roli, Fabio IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
Poisoning behavioral malware clustering 2014 Biggio, Battista; Rieck, K; Ariu, Davide; Wressnegger, C; Corona, Igino; Giacinto, Giorgio; Roli,... Fabio ACM
Multimodal Anti-spoofing in Biometric Recognition Systems 2014 Fumera, Giorgio; Marcialis, Gian Luca; Biggio, Battista; Roli, Fabio; Schuckers, S. Springer-Verlag London Ltd
Pattern recognition systems under attack: design issues and research challenges 2014 Biggio, Battista; Fumera, Giorgio; Roli, Fabio INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE
Security Evaluation of Support Vector Machines in Adversarial Environments 2014 Biggio B; Corona I; Nelson BA; Rubinstein BIP; Maiorca D; Fumera G; Giacinto G; Roli F Springer International Publishing
Poisoning complete-linkage hierarchical clustering 2014 Biggio B; Rota Bulò S; Pillai I; Mura M; Mequanint E Z; Pelillo M; Roli F LECTURE NOTES IN COMPUTER SCIENCE © Springer-Verlag Berlin Heidelberg
Evasion attacks against machine learning at test time 2013 Biggio, Battista; Corona, Igino; Maiorca, Davide; Nelson, B; Srndic, N; Laskov, P; Giacinto, Gior...gio; Roli, Fabio Springer
Pattern recognition systems under attack 2013 Roli, Fabio; Biggio, Battista; Fumera, Giorgio Springer
Poisoning attacks to compromise face templates 2013 Biggio B; Didaci L; Fumera G; Roli F LECTURE NOTES IN COMPUTER SCIENCE IEEE
Is data clustering in adversarial settings secure? 2013 Biggio, Battista; Pillai, I; Rota Bulò, S; Ariu, Davide; Pelillo, M; Roli, Fabio Institution of Engineering and Technology
Security of pattern recognition systems in adversarial environments 2012 Biggio B; Giorgio F; Marcialis G L; Roli F
Security of Pattern recognition in adversarial environments 2012 B Biggio; G Fumera; Roli F
Poisoning attacks against support vector machines 2012 Biggio B; Nelson B; Laskov P ArXiv e-prints
Poisoning adaptive biometric systems 2012 Biggio B; Fumera G; ROLI F; Didaci L LECTURE NOTES IN COMPUTER SCIENCE © Springer-Verlag Berlin Heidelberg
Learning sparse kernel machines with biometric similarity functions for identity recognition 2012 Biggio, Battista; Fumera, Giorgio; Roli, Fabio IEEE
Security evaluation of biometric authentication systems under real spoofing attacks 2012 Biggio B; Akthar Z; Fumera G; Marcialis G; Roli F IET BIOMETRICS
Support Vector Machines Under Adversarial Label Noise 2011 Biggio B; Nelson B; Laskov P JMLR:W&CP
Microbagging estimators: An ensemble approach to distance-weighted classifiers 2011 Nelson B; Biggio B; Laskov P JMLR:W&CP
Robustness of Multi-modal Biometric Systems under Realistic Spoof Attacks against All Traits 2011 Akhtar Z; Biggio B; Fumera G; Marcialis G L IEEE
Design of robust classifiers for adversarial environments 2011 Biggio B; Fumera G; Roli F CONFERENCE PROCEEDINGS / IEEE INTERNATIONAL CONFERENCE ON SYSTEMS MAN AND CYBERNETICS IEEE-XPLORE
Understanding the Risk Factors of Learning in Adversarial Environments 2011 Nelson B; Biggio B; Laskov P ACM
Bagging classifiers for fighting poisoning attacks in adversarial classification tasks 2011 Biggio B; Corona I; Fumera G; Giacinto G; Roli F LECTURE NOTES IN COMPUTER SCIENCE Springer Verlag
A survey and experimental evaluation of image spam filtering techniques 2011 Biggio B; Fumera G; Pillai I; Roli F PATTERN RECOGNITION LETTERS
Robustness of multi-modal biometric verification systems under realistic spoofing attacks 2011 Biggio, Battista; Akhtar, Z; Fumera, Giorgio; Marcialis, GIAN LUCA; Roli, Fabio IEEE
Adversarial Pattern Classification 2010 Biggio B
Multiple Classifier Systems for Robust Classifier Design in Adversarial Environments 2010 Biggio B; Fumera G; Roli F INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
Multiple classifier systems under attack 2010 Biggio, Battista; Fumera, Giorgio; Roli, Fabio Springer-Verlag
Bayesian Linear Combination of Neural Networks 2009 Biggio B; Fumera G; Roli F STUDIES IN COMPUTATIONAL INTELLIGENCE Springer-Verlag Berlin Heidelberg
Multiple classifier systems for adversarial classification tasks 2009 Biggio, Battista; Fumera, Giorgio; Roli, Fabio LECTURE NOTES IN COMPUTER SCIENCE Springer
Evade Hard Multiple Classifier Systems 2009 Biggio B; Fumera G; Roli F STUDIES IN COMPUTATIONAL INTELLIGENCE Springer Berlin / Heidelberg
Improving Image Spam Filtering Using Image Text Features 2008 Biggio B; Fumera G; Pillai I; Roli F Conference on Email and Anti-Spam, CEAS
Adversarial Pattern Classification Using Multiple Classifiers and Randomisation 2008 Biggio B; Fumera G; Roli F LECTURE NOTES IN COMPUTER SCIENCE Springer-Verlag
Evading SpamAssassin with obfuscated text images 2007 BIGGIO B; FUMERA G; PILLAI I; ROLI F; SATTA R
Image Spam Filtering by Content Obscuring Detection 2007 Biggio B; Fumera G; Pillai I; Roli F CEAS 2007
Image spam filtering using textual and visual information 2007 Fumera G; Pillai I; Roli F; Biggio B MIT Press
Evading SpamAssassin 2007 Biggio B; Fumera G; Pillai I; Roli F; Satta R
Image spam filtering by detection of adversarial obfuscated text 2007 ROLI F; BIGGIO B; FUMERA G; PILLAI I; SATTA R
Image Spam Filtering Using Visual Information 2007 Biggio B; Fumera G; Pillai I; Roli F IEEE Computer Society press
Bayesian Analysis of Linear Combiners 2007 Biggio B; Fumera G; Roli F LECTURE NOTES IN COMPUTER SCIENCE Springer-Verlag

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