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Mostra risultati da 1 a 50 di 117
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TitoloData di pubblicazioneAutore(i)RivistaEditore
Deep neural rejection against adversarial examples2020SOTGIU, ANGELO; DEMONTIS, AMBRA; MELIS, MARCO; BIGGIO, BATTISTA; FUMERA, GIORGIO; Feng, Xiaoyi; R...OLI, FABIOEURASIP JOURNAL ON MULTIMEDIA AND INFORMATION SECURITY
An Empirical Evaluation of Cross-scene Crowd Counting Performance2020Fumera, Giorgio; Putzu, Lorenzo; Delussu, RitaSciTePress
Investigating Synthetic Data Sets for Crowd Counting in Cross-scene Scenarios2020Fumera, Giorgio; Putzu, Lorenzo; Delussu, RitaSciTePress
F-measure curves: a tool to visualize classifier performance under imbalance2020Soleymani, R.; Granger, E.; Fumera, G.PATTERN RECOGNITION
DEICTIC: a compositional and declarative gesture description based on hidden markov models2019Carcangiu, Alessandro; Spano, Lucio Davide; Fumera, Giorgio; Roli, FabioINTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES
A wireless sensors network for monitoring the Carasau bread manufacturing process2019Baire, M.; Melis, A.; Lodi, M. B.; Tuveri, P.; Dachena, C.; Simone, M.; Fanti, A.; Fumera, G.; Pi...sanu, T.; Mazzarella, G.ELECTRONICS
Is Deep Learning Safe for Robot Vision? Adversarial Examples against the iCub Humanoid2018Melis, Marco; Demontis, Ambra; Biggio, Battista; Brown, Gavin; Fumera, Giorgio; Roli, FabioIEEE (Institute of Electrical and Electronics Engineers)
F-Measure Curves for Visualizing Classifier Performance with Imbalanced Data2018Soleymani, Roghayeh; Granger, Eric; Fumera, GiorgioSpringer
Multi-Stage Ranking Approach for Fast Person Re-Identification2018Lavi Sefidgari, Bahram; Fumera, Giorgio; Roli, FabioIET COMPUTER VISION
Progressive Boosting for Class Imbalance and its Application to Face Re-Identification2018Soleymani, Roghayeh; Granger, Eric; Fumera, GiorgioEXPERT SYSTEMS WITH APPLICATIONS
Gesture modelling and recognition by integrating declarative models and pattern recognition algorithms2017Carcangiu, Alessandro; Spano, Lucio Davide; Fumera, Giorgio; Roli, FabioSpringer
Infinity-norm support vector machines against adversarial label contamination2017Demontis, Ambra; Biggio, Battista; Fumera, Giorgio; Giacinto, Giorgio; Roli, FabioCEUR-WS
Social engineering 2.0: A foundational work2017Ariu, Davide; Frumento, Enrico; Fumera, GiorgioAssociation for Computing Machinery
An extended sparse classification framework for domain adaptation in video surveillance2017Nourbakhsh, Farshad; Granger, Eric; Fumera, GiorgioLECTURE NOTES IN COMPUTER SCIENCESpringer Verlag
Using diversity for classifier ensemble pruning: an empirical investigation2017Ahmed, MUHAMMAD ATTA OTHMAN; Didaci, Luca; LAVI SEFIDGARI, Bahram; Fumera, GiorgioTHEORETICAL AND APPLIED INFORMATICS
Statistical meta-analysis of presentation attacks for secure multibiometric systems2017Biggio, B; Fumera, G; Marcialis, GL; Roli, FIEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
Designing multi-label classifiers that maximize F measures: State of the art2017Pillai, I; Fumera, G; Roli, FPATTERN RECOGNITION
A parameter randomization approach for constructing classifier ensembles2017Santucci, Enrica; Didaci, Luca; Fumera, Giorgio; Roli, FabioPATTERN RECOGNITION
A multi-stage approach for fast person re-identification2016Lavi, Bahram; Fumera, Giorgio; Roli, FabioSpringer
Testing Different Learning Strategies on a Simple Connectionist Model of Numerical Fact Retrieval2016Pinna, Simone; Fumera, GiorgioSpringer
Loss factors for learning Boosting ensembles from imbalanced data2016Soleymani, Roghayeh; Granger, Eric; Fumera, GiorgioIEEE (Institute of Electrical and Electronics Engineers)
A (Cyber)ROAD to the Future: A Methodology for Building Cybersecurity Research Roadmaps2016Ariu, Davide; Didaci, Luca; Fumera, Giorgio; Giacinto, Giorgio; Roli, Fabio; Frumento, Enrico; Fr...eschi, FedericaSpringer
Super-Sparse Learning in Similarity Spaces2016Demontis, Ambra; Melis, Marco; Biggio, Battista; Fumera, Giorgio; Roli, FabioIEEE COMPUTATIONAL INTELLIGENCE MAGAZINE
Secure Kernel Machines against Evasion Attacks2016Russu, Paolo; Demontis, Ambra; Biggio, Battista; Fumera, Giorgio; Roli, FabioAssociation for Computing Machinery
On security and sparsity of linear classifiers for adversarial settings2016Demontis, Ambra; Russu, Paolo; Biggio, Battista; Fumera, Giorgio; Roli, FabioSpringer
Classifier Ensembles with Trajectory Under-Sampling for Face Re-Identification2016Fumera, Giorgio; Granger, Eric; Soleymani, RoghayehSciTePress
Multimodal Person ReIdentification Using RGB-D Cameras2016Pala F; Satta R; Fumera G; Roli FIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
Super-Sparse regression for fast age estimation from faces at test time2015Demontis, Ambra; Biggio, Battista; Fumera, Giorgio; Roli, FabioLECTURE NOTES IN COMPUTER SCIENCESpringer Verlag
Sparse support faces2015Biggio B; Melis M; Fumera G; Roli FInstitute of Electrical and Electronics Engineers Inc.
Is feature selection secure against training data poisoning?2015Xiao, Huang; BIGGIO, BATTISTA; Brown, Gavin; FUMERA, GIORGIO; Eckert, Claudia; ROLI, FABIOInternational Machine Learning Society (IMLS)
Yet Another Cybersecurity Roadmapping Methodology2015Ariu, Davide; Didaci, Luca; Fumera, Giorgio; Frumento, E; Freschi, F; Giacinto, Giorgio; Roli, FabioIEEE
Fast image classification with reduced multiclass support vector machines2015Melis, Marco; Piras, Luca; Biggio, Battista; Giacinto, Giorgio; Fumera, Giorgio; Roli, FabioSpringer
An empirical investigation on the use of diversity for creation of classifier ensembles2015Ahmed, Muhammad Atta Othman; Didaci, Luca; Fumera, Giorgio; Roli, FabioSpringer International
Anti-spoofing: Multimodal2015Marcialis, Gian Luca; Biggio, Battista; Fumera, GiorgioSpringer US
Adversarial biometric recognition: a review on biometric system security from the adversarial machine-learning perspective2015Biggio, Battista; Fumera, Giorgio; Russu, Paolo; Didaci, Luca; Roli, FabioIEEE SIGNAL PROCESSING MAGAZINE
Learning of multilabel classifiers2014Pillai I; Fumera G; Roli FIEEE-XPLORE
Multimodal Anti-spoofing in Biometric Recognition Systems2014Fumera G; Marcialis G; Biggio B; Roli F; Schuckers SADVANCES IN COMPUTER VISION AND PATTERN RECOGNITIONSpringer-Verlag London Ltd
People search with textual queries about clothing appearance attributes2014SATTA R; PALA F; FUMERA G; ROLI FADVANCES IN COMPUTER VISION AND PATTERN RECOGNITIONSpringer
Sample size issues in the choice between the best classifier and fusion by trainable combiners2014Sarunas Raudys; Fumera G; Aistis Raudys; Ignazio PillaiLECTURE NOTES IN COMPUTER SCIENCESpringer International Publishing
Security Evaluation of Support Vector Machines in Adversarial Environments2014Biggio B; Corona I; Nelson BA; Rubinstein BIP; Maiorca D; Fumera G; Giacinto G; Roli FSpringer International Publishing
Security evaluation of pattern classifiers under attack2014Biggio, Battista; Fumera, Giorgio; Roli, FabioIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
Pattern recognition systems under attack: design issues and research challenges2014Biggio, Battista; Fumera, Giorgio; Roli, FabioINTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE
Real-time appearance-based person re-identification over multiple Kinect cameras2013Satta, R.; Pala, Federico; Fumera, Giorgio; Roli, FabioSciTePress
Threshold optimisation for multi-label classifiers2013Pillai I; Fumera G; Roli FPATTERN RECOGNITION
Diversity in classifier ensembles: fertile concept or dead end?2013Didaci L; Fumera G; Roli FLECTURE NOTES IN COMPUTER SCIENCESpringer-Verlag
Poisoning attacks to compromise face templates2013Biggio B; Didaci L; Fumera G; Roli FLECTURE NOTES IN COMPUTER SCIENCEIEEE
Multi-label classification with a reject option2013Pillai I; Fumera G; Roli FPATTERN RECOGNITION
Pattern recognition systems under attack2013Roli, Fabio; Biggio, Battista; Fumera, GiorgioSpringer
Analysis of co-training algorithm with very small training sets2012Didaci L; Fumera G; Roli FLECTURE NOTES IN COMPUTER SCIENCE© Springer-Verlag Berlin Heidelberg
Poisoning adaptive biometric systems2012Biggio B; Fumera G; ROLI F; Didaci LLECTURE NOTES IN COMPUTER SCIENCE© Springer-Verlag Berlin Heidelberg
   
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