Giorgio Fumera

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 50

Top Venues

Publications

Silvia Lucia Sanna, Diego Soi, Davide Maiorca, Giorgio Fumera, Giorgio Giacinto
A Risk Estimation Study of Native Code Vulnerabilities in Android Applications. CoRR (2024)
Rita Delussu, Lorenzo Putzu, Giorgio Fumera
Human-in-the-loop cross-domain person re-identification. Expert Syst. Appl. 226 (2023)
J. DeMarchi, R. Rijken, J. Melrose, B. Madahar, Giorgio Fumera, Fabio Roli, Emanuele Ledda, Metin Aktas, Frank Kurth, Paul M. Baggenstoss, Björn Pelzer, L. Kanestad
Evaluation of Robustness Metrics for Defense of Machine Learning Systems. ICMCIS (2023)
Emanuele Ledda, Giorgio Fumera, Fabio Roli
Dropout injection at test time for post hoc uncertainty quantification in neural networks. Inf. Sci. 645 (2023)
Emanuele Ledda, Giorgio Fumera, Fabio Roli
Dropout Injection at Test Time for Post Hoc Uncertainty Quantification in Neural Networks. CoRR (2023)
Emanuele Ledda, Daniele Angioni, Giorgio Piras, Giorgio Fumera, Battista Biggio, Fabio Roli
Adversarial Attacks Against Uncertainty Quantification. ICCV (Workshops) (2023)
Rita Delussu, Lorenzo Putzu, Emanuele Ledda, Giorgio Fumera
Human-in-the-Loop Person Re-Identification as a Defence Against Adversarial Attacks. ICIAP Workshops (1) (2023)
Emanuele Ledda, Rita Delussu, Lorenzo Putzu, Giorgio Fumera, Fabio Roli
BLUES: Before-reLU-EStimates Bayesian Inference for Crowd Counting. ICIAP (2) (2023)
Emanuele Ledda, Lorenzo Putzu, Rita Delussu, Giorgio Fumera, Fabio Roli
Trustworthy AI in Video Surveillance: The IMMAGINA Project. Ital-IA (2023)
Lorenzo Putzu, Andrea Loddo, Rita Delussu, Giorgio Fumera
Specialise to Generalise: The Person Re-identification Case. ICIAP (2) (2023)
Emanuele Ledda, Daniele Angioni, Giorgio Piras, Giorgio Fumera, Battista Biggio, Fabio Roli
Adversarial Attacks Against Uncertainty Quantification. CoRR (2023)
Rita Delussu, Lorenzo Putzu, Giorgio Fumera
On the Effectiveness of Synthetic Data Sets for Training Person Re-identification Models. ICPR (2022)
Rita Delussu, Lorenzo Putzu, Giorgio Fumera
Scene-specific crowd counting using synthetic training images. Pattern Recognit. 124 (2022)
Emanuele Ledda, Lorenzo Putzu, Rita Delussu, Giorgio Fumera, Fabio Roli
On the Evaluation of Video-Based Crowd Counting Models. ICIAP (3) (2022)
Katiuscia Mannaro, Matteo Baire, Alessandro Fanti, Matteo Bruno Lodi, Luca Didaci, Alessandro Fedeli, Luisanna Cocco, Andrea Randazzo, Giuseppe Mazzarella, Giorgio Fumera
A Robust SVM Color-Based Food Segmentation Algorithm for the Production Process of a Traditional Carasau Bread. IEEE Access 10 (2022)
Chiara Dachena, Alessandro Fedeli, Matteo Pastorino, Andrea Randazzo, Alessandro Fanti, Matteo Bruno Lodi, Giorgio Fumera
Microwave Tomography of the Neck with ANNs: Preliminary Results with Simplified Numerical Phantoms. IST (2021)
Emanuele Ledda, Lorenzo Putzu, Rita Delussu, Andrea Loddo, Giorgio Fumera
How Realistic Should Synthetic Images Be for Training Crowd Counting Models? CAIP (2) (2021)
Lorenzo Putzu, Maxim Untesco, Giorgio Fumera
Automatic Myelofibrosis Grading from Silver-Stained Images. CAIP (1) (2021)
Roghayeh Soleymani, Eric Granger, Giorgio Fumera
F-measure curves: A tool to visualize classifier performance under imbalance. Pattern Recognit. 100 (2020)
Rita Delussu, Lorenzo Putzu, Giorgio Fumera
An Empirical Evaluation of Cross-scene Crowd Counting Performance. VISIGRAPP (4: VISAPP) (2020)
Rita Delussu, Lorenzo Putzu, Giorgio Fumera
Investigating Synthetic Data Sets for Crowd Counting in Cross-scene Scenarios. VISIGRAPP (4: VISAPP) (2020)
Rita Delussu, Lorenzo Putzu, Giorgio Fumera, Fabio Roli
Online Domain Adaptation for Person Re-Identification with a Human in the Loop. ICPR (2020)
Angelo Sotgiu, Ambra Demontis, Marco Melis, Battista Biggio, Giorgio Fumera, Xiaoyi Feng, Fabio Roli
Deep neural rejection against adversarial examples. EURASIP J. Inf. Secur. 2020 (2020)
Alessandro Carcangiu, Lucio Davide Spano, Giorgio Fumera, Fabio Roli
DEICTIC: A compositional and declarative gesture description based on hidden markov models. Int. J. Hum. Comput. Stud. 122 (2019)
Angelo Sotgiu, Ambra Demontis, Marco Melis, Battista Biggio, Giorgio Fumera, Xiaoyi Feng, Fabio Roli
Deep Neural Rejection against Adversarial Examples. CoRR (2019)
Giorgio Fumera, Fabio Roli
Multi-stage ranking approach for fast person re-identification. IET Comput. Vis. 12 (4) (2018)
Roghayeh Soleymani, Eric Granger, Giorgio Fumera
F-Measure Curves for Visualizing Classifier Performance with Imbalanced Data. ANNPR (2018)
Huang Xiao, Battista Biggio, Gavin Brown, Giorgio Fumera, Claudia Eckert, Fabio Roli
Is feature selection secure against training data poisoning? CoRR (2018)
Roghayeh Soleymani, Eric Granger, Giorgio Fumera
Progressive boosting for class imbalance and its application to face re-identification. Expert Syst. Appl. 101 (2018)
Ambra Demontis, Battista Biggio, Giorgio Fumera, Giorgio Giacinto, Fabio Roli
Infinity-Norm Support Vector Machines Against Adversarial Label Contamination. ITASEC (2017)
Ambra Demontis, Paolo Russu, Battista Biggio, Giorgio Fumera, Fabio Roli
On Security and Sparsity of Linear Classifiers for Adversarial Settings. CoRR (2017)
Ambra Demontis, Marco Melis, Battista Biggio, Giorgio Fumera, Fabio Roli
Super-sparse Learning in Similarity Spaces. CoRR (2017)
Battista Biggio, Giorgio Fumera, Fabio Roli
Security Evaluation of Pattern Classifiers under Attack. CoRR (2017)
Marco Melis, Ambra Demontis, Battista Biggio, Gavin Brown, Giorgio Fumera, Fabio Roli
Is Deep Learning Safe for Robot Vision? Adversarial Examples Against the iCub Humanoid. ICCV Workshops (2017)
Roghayeh Soleymani, Eric Granger, Giorgio Fumera
Progressive Boosting for Class Imbalance. CoRR (2017)
Davide Ariu, Enrico Frumento, Giorgio Fumera
Social Engineering 2.0: A Foundational Work: Invited Paper. Conf. Computing Frontiers (2017)
Alessandro Carcangiu, Lucio Davide Spano, Giorgio Fumera, Fabio Roli
Gesture Modelling and Recognition by Integrating Declarative Models and Pattern Recognition Algorithms. ICIAP (1) (2017)
Enrica Santucci, Luca Didaci, Giorgio Fumera, Fabio Roli
A parameter randomization approach for constructing classifier ensembles. Pattern Recognit. 69 (2017)
Ignazio Pillai, Giorgio Fumera, Fabio Roli
Designing multi-label classifiers that maximize F measures: State of the art. Pattern Recognit. 61 (2017)
Marco Melis, Ambra Demontis, Battista Biggio, Gavin Brown, Giorgio Fumera, Fabio Roli
Is Deep Learning Safe for Robot Vision? Adversarial Examples against the iCub Humanoid. CoRR (2017)
Battista Biggio, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli
Statistical Meta-Analysis of Presentation Attacks for Secure Multibiometric Systems. IEEE Trans. Pattern Anal. Mach. Intell. 39 (3) (2017)
Bahram Lavi, Giorgio Fumera, Fabio Roli
A Multi-Stage Approach for Fast Person Re-identification. S+SSPR (2016)
Federico Pala, Riccardo Satta, Giorgio Fumera, Fabio Roli
Multimodal Person Reidentification Using RGB-D Cameras. IEEE Trans. Circuits Syst. Video Technol. 26 (4) (2016)
Battista Biggio, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli
Statistical Meta-Analysis of Presentation Attacks for Secure Multibiometric Systems. CoRR (2016)
Roghayeh Soleymani, Eric Granger, Giorgio Fumera
Loss factors for learning Boosting ensembles from imbalanced data. ICPR (2016)
Ambra Demontis, Marco Melis, Battista Biggio, Giorgio Fumera, Fabio Roli
Super-Sparse Learning in Similarity Spaces. IEEE Comput. Intell. Mag. 11 (4) (2016)
Roghayeh Soleymani, Eric Granger, Giorgio Fumera
Classifier Ensembles with Trajectory Under-Sampling for Face Re-Identification. ICPRAM (2016)
Paolo Russu, Ambra Demontis, Battista Biggio, Giorgio Fumera, Fabio Roli
Secure Kernel Machines against Evasion Attacks. AISec@CCS (2016)
Farshad Nourbakhsh, Eric Granger, Giorgio Fumera
An Extended Sparse Classification Framework for Domain Adaptation in Video Surveillance. ACCV Workshops (3) (2016)
Ambra Demontis, Paolo Russu, Battista Biggio, Giorgio Fumera, Fabio Roli
On Security and Sparsity of Linear Classifiers for Adversarial Settings. S+SSPR (2016)
Battista Biggio, Giorgio Fumera, Paolo Russu, Luca Didaci, Fabio Roli
Adversarial Biometric Recognition : A review on biometric system security from the adversarial machine-learning perspective. IEEE Signal Process. Mag. 32 (5) (2015)
Huang Xiao, Battista Biggio, Gavin Brown, Giorgio Fumera, Claudia Eckert, Fabio Roli
Is Feature Selection Secure against Training Data Poisoning? ICML (2015)
Davide Ariu, Luca Didaci, Giorgio Fumera, Enrico Frumento, Federica Freschi, Giorgio Giacinto, Fabio Roli
Yet Another Cybersecurity Roadmapping Methodology. ARES (2015)
Muhammad A. O. Ahmed, Luca Didaci, Giorgio Fumera, Fabio Roli
An Empirical Investigation on the Use of Diversity for Creation of Classifier Ensembles. MCS (2015)
Ambra Demontis, Battista Biggio, Giorgio Fumera, Fabio Roli
Super-Sparse Regression for Fast Age Estimation from Faces at Test Time. ICIAP (2) (2015)
Battista Biggio, Marco Melis, Giorgio Fumera, Fabio Roli
Sparse support faces. ICB (2015)
Marco Melis, Luca Piras, Battista Biggio, Giorgio Giacinto, Giorgio Fumera, Fabio Roli
Fast Image Classification with Reduced Multiclass Support Vector Machines. ICIAP (2) (2015)
Battista Biggio, Igino Corona, Blaine Nelson, Benjamin I. P. Rubinstein, Davide Maiorca, Giorgio Fumera, Giorgio Giacinto, Fabio Roli
Security Evaluation of Support Vector Machines in Adversarial Environments. CoRR (2014)
Ignazio Pillai, Giorgio Fumera, Fabio Roli
Learning of Multilabel Classifiers. ICPR (2014)
Battista Biggio, Giorgio Fumera, Fabio Roli
Pattern Recognition Systems under Attack: Design Issues and Research Challenges. Int. J. Pattern Recognit. Artif. Intell. 28 (7) (2014)
Sarunas Raudys, Giorgio Fumera, Aistis Raudys, Ignazio Pillai
Sample Size Issues in the Choice between the Best Classifier and Fusion by Trainable Combiners. IDEAL (2014)
Battista Biggio, Giorgio Fumera, Fabio Roli
Security Evaluation of PatternClassifiers under Attack. IEEE Trans. Knowl. Data Eng. 26 (4) (2014)
Ignazio Pillai, Giorgio Fumera, Fabio Roli
Threshold optimisation for multi-label classifiers. Pattern Recognit. 46 (7) (2013)
Ignazio Pillai, Giorgio Fumera, Fabio Roli
Multi-label classification with a reject option. Pattern Recognit. 46 (8) (2013)
Riccardo Satta, Federico Pala, Giorgio Fumera, Fabio Roli
Real-time Appearance-based Person Re-identification Over Multiple KinectTM Cameras. VISAPP (2) (2013)
Fabio Roli, Battista Biggio, Giorgio Fumera
Pattern Recognition Systems under Attack. CIARP (1) (2013)
Luca Didaci, Giorgio Fumera, Fabio Roli
Diversity in Classifier Ensembles: Fertile Concept or Dead End? MCS (2013)
Battista Biggio, Luca Didaci, Giorgio Fumera, Fabio Roli
Poisoning attacks to compromise face templates. ICB (2013)
Riccardo Satta, Giorgio Fumera, Fabio Roli
Appearance-based people recognition by local dissimilarity representations. MM&Sec (2012)
Riccardo Satta, Giorgio Fumera, Fabio Roli
Fast person re-identification based on dissimilarity representations. Pattern Recognit. Lett. 33 (14) (2012)
Battista Biggio, Giorgio Fumera, Fabio Roli, Luca Didaci
Poisoning Adaptive Biometric Systems. SSPR/SPR (2012)
Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli
Evaluation of serial and parallel multibiometric systems under spoofing attacks. BTAS (2012)
Battista Biggio, Giorgio Fumera, Fabio Roli
Learning sparse kernel machines with biometric similarity functions for identity recognition. BTAS (2012)
Luca Didaci, Giorgio Fumera, Fabio Roli
Analysis of Co-training Algorithm with Very Small Training Sets. SSPR/SPR (2012)
Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli
Evaluation of multimodal biometric score fusion rules under spoof attacks. ICB (2012)
Ignazio Pillai, Giorgio Fumera, Fabio Roli
F-measure optimisation in multi-label classifiers. ICPR (2012)
Riccardo Satta, Giorgio Fumera, Fabio Roli
A General Method for Appearance-Based People Search Based on Textual Queries. ECCV Workshops (1) (2012)
Battista Biggio, Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli
Security evaluation of biometric authentication systems under real spoofing attacks. IET Biom. 1 (1) (2012)
Riccardo Satta, Giorgio Fumera, Fabio Roli
Exploiting Dissimilarity Representations for Person Re-identification. SIMBAD (2011)
Zahid Akhtar, Battista Biggio, Giorgio Fumera, Gian Luca Marcialis
Robustness of multi-modal biometric systems under realistic spoof attacks against all traits. BioMS (2011)
Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli
Robustness analysis of likelihood ratio score fusion rule for multimodal biometric systems under spoof attacks. ICCST (2011)
Riccardo Satta, Giorgio Fumera, Fabio Roli, Marco Cristani, Vittorio Murino
A Multiple Component Matching Framework for Person Re-Identification CoRR (2011)
Riccardo Satta, Giorgio Fumera, Fabio Roli, Marco Cristani, Vittorio Murino
A Multiple Component Matching Framework for Person Re-identification. ICIAP (2) (2011)
Ignazio Pillai, Riccardo Satta, Giorgio Fumera, Fabio Roli
Exploiting Depth Information for Indoor-Outdoor Scene Classification. ICIAP (2) (2011)
Battista Biggio, Igino Corona, Giorgio Fumera, Giorgio Giacinto, Fabio Roli
Bagging Classifiers for Fighting Poisoning Attacks in Adversarial Classification Tasks. MCS (2011)
Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli
Robustness Evaluation of Biometric Systems under Spoof Attacks. ICIAP (1) (2011)
Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli
A survey and experimental evaluation of image spam filtering techniques. Pattern Recognit. Lett. 32 (10) (2011)
Ignazio Pillai, Giorgio Fumera, Fabio Roli
Classifier Selection Approaches for Multi-label Problems. MCS (2011)
Ignazio Pillai, Giorgio Fumera, Fabio Roli
A Classification Approach with a Reject Option for Multi-label Problems. ICIAP (1) (2011)
Battista Biggio, Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli
Robustness of multi-modal biometric verification systems under realistic spoofing attacks. IJCB (2011)
Battista Biggio, Giorgio Fumera, Fabio Roli
Design of robust classifiers for adversarial environments. SMC (2011)
Battista Biggio, Giorgio Fumera, Fabio Roli
Multiple Classifier Systems under Attack. MCS (2010)
Battista Biggio, Giorgio Fumera, Fabio Roli
Multiple classifier systems for robust classifier design in adversarial environments. Int. J. Mach. Learn. Cybern. 1 (1-4) (2010)
Battista Biggio, Giorgio Fumera, Fabio Roli
Multiple Classifier Systems for Adversarial Classification Tasks. MCS (2009)
Giorgio Fumera, Fabio Roli, Alessandra Serrau
A Theoretical Analysis of Bagging as a Linear Combination of Classifiers. IEEE Trans. Pattern Anal. Mach. Intell. 30 (7) (2008)
Battista Biggio, Giorgio Fumera, Fabio Roli
Adversarial Pattern Classification Using Multiple Classifiers and Randomisation. SSPR/SPR (2008)
Giorgio Fumera, Fabio Roli, Battista Biggio, Ignazio Pillai
Improving Image Spam Filtering Using Image Text Features. CEAS (2008)
Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli
Image Spam Filtering Using Visual Information. ICIAP (2007)
Manuela Zanda, Gavin Brown, Giorgio Fumera, Fabio Roli
Ensemble Learning in Linearly Combined Classifiers Via Negative Correlation. MCS (2007)
Battista Biggio, Giorgio Fumera, Fabio Roli
Bayesian Analysis of Linear Combiners. MCS (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Giorgio Fumera