PIRAS, GIORGIO
PIRAS, GIORGIO
DIPARTIMENTO DI INGEGNERIA INFORMATICA, AUTOMATICA E GESTIONALE -ANTONIO RUBERTI-
Adversarial Attacks Against Uncertainty Quantification
2023 Ledda, Emanuele; Angioni, Daniele; Piras, Giorgio; Fumera, Giorgio; Biggio, Battista; Roli, Fabio
AI Security and Safety: The PRALab Research Experience
2023 Demontis, Ambra; Pintor, Maura; Demetrio, Luca; Sotgiu, Angelo; Angioni, Daniele; Piras, Giorgio; Gupta, Srishti; Biggio, Battista; Roli, Fabio
Explaining Machine Learning DGA Detectors from DNS Traffic Data
2022 Piras, Giorgio; Pintor, Maura; Demetrio, Luca; Biggio, Battista
HO-FMN: Hyperparameter optimization for fast minimum-norm attacks
2024 Mura, Raffaele; Floris, Giuseppe; Scionis, Luca; Piras, Giorgio; Pintor, Maura; Demontis, Ambra; Giacinto, Giorgio; Biggio, Battista; Roli, Fabio
Improving Fast Minimum-Norm Attacks with Hyperparameter Optimization
2023 Floris, Giuseppe; Mura, Raffaele; Scionis, Luca; Piras, Giorgio; Pintor, Maura; Demontis, Ambra; Biggio, Battista
SAMPLES ON THIN ICE: RE-EVALUATING ADVERSARIAL PRUNING OF NEURAL NETWORKS
2023 Piras, Giorgio; Pintor, Maura; Demontis, Ambra; Biggio, Battista
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Adversarial Attacks Against Uncertainty Quantification | 2023 | Ledda, Emanuele; Angioni, Daniele; Piras, Giorgio; Fumera, Giorgio; Biggio, Battista; Roli, Fabio | |
| AI Security and Safety: The PRALab Research Experience | 2023 | Demontis, Ambra; Pintor, Maura; Demetrio, Luca; Sotgiu, Angelo; Angioni, Daniele; Piras, Giorgio; Gupta, Srishti; Biggio, Battista; Roli, Fabio | |
| Explaining Machine Learning DGA Detectors from DNS Traffic Data | 2022 | Piras, Giorgio; Pintor, Maura; Demetrio, Luca; Biggio, Battista | |
| HO-FMN: Hyperparameter optimization for fast minimum-norm attacks | 2024 | Mura, Raffaele; Floris, Giuseppe; Scionis, Luca; Piras, Giorgio; Pintor, Maura; Demontis, Ambra; Giacinto, Giorgio; Biggio, Battista; Roli, Fabio | |
| Improving Fast Minimum-Norm Attacks with Hyperparameter Optimization | 2023 | Floris, Giuseppe; Mura, Raffaele; Scionis, Luca; Piras, Giorgio; Pintor, Maura; Demontis, Ambra; Biggio, Battista | |
| SAMPLES ON THIN ICE: RE-EVALUATING ADVERSARIAL PRUNING OF NEURAL NETWORKS | 2023 | Piras, Giorgio; Pintor, Maura; Demontis, Ambra; Biggio, Battista |