Giorgio Piras

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Pruning Algorithms

Avoid Overfitting

Top Venues

ICCV (Workshops)

Publications

Raffaele Mura, Giuseppe Floris, Luca Scionis, Giorgio Piras, Maura Pintor, Ambra Demontis, Giorgio Giacinto, Battista Biggio, Fabio Roli
HO-FMN: Hyperparameter Optimization for Fast Minimum-Norm Attacks. CoRR (2024)
Giorgio Piras, Maura Pintor, Ambra Demontis, Battista Biggio
Samples on Thin Ice: Re-Evaluating Adversarial Pruning of Neural Networks. CoRR (2023)
Emanuele Ledda, Daniele Angioni, Giorgio Piras, Giorgio Fumera, Battista Biggio, Fabio Roli
Adversarial Attacks Against Uncertainty Quantification. ICCV (Workshops) (2023)
Giorgio Piras, Giuseppe Floris, Raffaele Mura, Luca Scionis, Maura Pintor, Battista Biggio, Ambra Demontis
Improving Fast Minimum-Norm Attacks with Hyperparameter Optimization. ESANN (2023)
Giuseppe Floris, Raffaele Mura, Luca Scionis, Giorgio Piras, Maura Pintor, Ambra Demontis, Battista Biggio
Improving Fast Minimum-Norm Attacks with Hyperparameter Optimization. CoRR (2023)
Giorgio Piras, Maura Pintor, Ambra Demontis, Battista Biggio
Samples on Thin Ice: Re-Evaluating Adversarial Pruning of Neural Networks. ICMLC (2023)
Ambra Demontis, Maura Pintor, Luca Demetrio, Angelo Sotgiu, Daniele Angioni, Giorgio Piras, Srishti Gupta, Battista Biggio, Fabio Roli
AI Security and Safety: The PRALab Research Experience. Ital-IA (2023)
Emanuele Ledda, Daniele Angioni, Giorgio Piras, Giorgio Fumera, Battista Biggio, Fabio Roli
Adversarial Attacks Against Uncertainty Quantification. CoRR (2023)
Giorgio Piras, Maura Pintor, Luca Demetrio, Battista Biggio
Explaining Machine Learning DGA Detectors from DNS Traffic Data. CoRR (2022)
Giorgio Piras, Maura Pintor, Luca Demetrio, Battista Biggio
Explaining Machine Learning DGA Detectors from DNS Traffic Data. ITASEC (2022)