World's Best Scientists 2026 revealed!
Giorgio Fumera

Giorgio Fumera

D-Index & Metrics

Computer Science

D-Index
43
Citations
6648
World Ranking
8065
National Ranking
219

Overview

Giorgio Fumera is affiliated with the University of Cagliari in Italy and has an extensive research portfolio predominantly in the fields of Computer Science and Engineering. Their work spans several interdisciplinary areas, with a marked focus on Computer Vision and Pattern Recognition as well as Artificial Intelligence.

The primary topics of scientific investigation include Video Surveillance and Tracking Methods, Anomaly Detection Techniques and Applications, and Adversarial Robustness in Machine Learning. Other notable interests are Human Pose and Action Recognition, Gait Recognition and Analysis, Microwave Imaging and Scattering Analysis, and Geophysical Methods and Applications.

Their recent publications reflect a range of applications and methodological approaches, including:

  • "Microwave Imaging of the Neck by Means of Artificial Neural Networks for Tumor Detection," 2021, published in IEEE Open Journal of Antennas and Propagation
  • "Scene-specific crowd counting using synthetic training images," 2021, published in Pattern Recognition
  • "Human-in-the-loop cross-domain person re-identification," 2023, published in Expert Systems with Applications
  • "Dropout injection at test time for post hoc uncertainty quantification in neural networks," 2023, published in Information Sciences
  • "Synthetic Data for Video Surveillance Applications of Computer Vision: A Review," 2024, published in International Journal of Computer Vision

Frequent coauthors include Lorenzo Putzu, Rita Delussu, Emanuele Ledda, Fabio Roli, and Alessandro Fedeli, indicating collaborative work in overlapping domains of expertise.

Their body of work has been disseminated across a variety of publication venues, with multiple contributions to arXiv (Cornell University), Pattern Recognition, SSRN Electronic Journal, IEEE Open Journal of Antennas and Propagation, and Expert Systems with Applications.

Best Publications

  • Security Evaluation of PatternClassifiers under Attack

    Battista Biggio;Giorgio Fumera;Fabio Roli

  • Is Feature Selection Secure against Training Data Poisoning

    Huang Xiao;Battista Biggio;Gavin Brown;Giorgio Fumera

  • A theoretical and experimental analysis of linear combiners for multiple classifier systems

    G. Fumera;F. Roli

  • Security Evaluation of Pattern Classifiers under Attack

    Battista Biggio;Giorgio Fumera;Fabio Roli

  • Reject option with multiple thresholds

    Giorgio Fumera;Fabio Roli;Giorgio Giacinto

  • Spam Filtering Based On The Analysis Of Text Information Embedded Into Images

    Giorgio Fumera;Ignazio Pillai;Fabio Roli

  • Multiple classifier systems for robust classifier design in adversarial environments

    Battista Biggio;Giorgio Fumera;Fabio Roli

  • Support Vector Machines with Embedded Reject Option

    Giorgio Fumera;Fabio Roli

  • Security evaluation of biometric authentication systems under real spoofing attacks

    Battista Biggio;Zahid Akhtar;Giorgio Fumera;Gian Luca Marcialis

  • Design of effective multiple classifier systems by clustering of classifiers

    G. Giacinto;F. Roli;G. Fumera

  • Security Evaluation of Support Vector Machines in Adversarial Environments

    Battista Biggio;Igino Corona;Blaine Nelson;Benjamin I. P. Rubinstein

  • Bagging classifiers for fighting poisoning attacks in adversarial classification tasks

    Battista Biggio;Igino Corona;Giorgio Fumera;Giorgio Giacinto

  • A survey and experimental evaluation of image spam filtering techniques

    Battista Biggio;Giorgio Fumera;Ignazio Pillai;Fabio Roli

  • Multimodal Person Reidentification Using RGB-D Cameras

    Federico Pala;Riccardo Satta;Giorgio Fumera;Fabio Roli

  • Adversarial Biometric Recognition : A review on biometric system security from the adversarial machine-learning perspective

    Battista Biggio;giorgio fumera;Paolo Russu;Luca Didaci

  • Pattern recognition systems under attack: design issues and research challenges

    Battista Biggio;Giorgio Fumera;Fabio Roli

  • A Theoretical Analysis of Bagging as a Linear Combination of Classifiers

    G. Fumera;F. Roli;A. Serrau

  • Is Deep Learning Safe for Robot Vision? Adversarial Examples Against the iCub Humanoid

    Marco Melis;Ambra Demontis;Battista Biggio;Gavin Brown

  • Poisoning attacks to compromise face templates

    Battista Biggio;Luca Didaci;Giorgio Fumera;Fabio Roli

  • Support vector machines for remote sensing image classification

    Fabio Roli;Giorgio Fumera

  • Adversarial Pattern Classification Using Multiple Classifiers and Randomisation

    Battista Biggio;Giorgio Fumera;Fabio Roli

Frequent Co-Authors

Fabio Roli
Fabio Roli University of Genoa
Battista Biggio
Battista Biggio University of Cagliari
Giorgio Giacinto
Giorgio Giacinto University of Cagliari
Gian Luca Marcialis
Gian Luca Marcialis University of Cagliari
Eric Granger
Eric Granger École de Technologie Supérieure
Marco Cristani
Marco Cristani University of Verona
Vittorio Murino
Vittorio Murino University of Verona
Josef Kittler
Josef Kittler University of Surrey
Claudia Eckert
Claudia Eckert The Open University
Stephanie Schuckers
Stephanie Schuckers Clarkson University

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

Exploring computer science in the USA opens the door to many related online degree options that can boost your career prospects. Many students interested in technology also consider fields such as data science, criminal justice, accounting, and construction management.

If you want to combine tech skills with a focus on justice, consider the cheapest criminal justice degree online. This provides a cost-effective path to roles in law enforcement and cybersecurity. For those interested in business and numbers, the best online accounting degree offers strong job prospects and the flexibility to study remotely.

Advanced learners or tech professionals can pursue the cheapest masters in data science. This degree empowers you with in-demand analytical and technical skills. Alternatively, those who see a future in construction and project management might prefer an online construction management degree, designed for rapid program completion.

These pathways can enhance your resume and expand your opportunities in fields that increasingly intersect with computer science and technology.

Best Scientists Citing Giorgio Fumera

Trending Scientists