Università degli Studi di Cagliari
Fabio Brau
SOM directions are better than one: multi-directional refusal suppression in language models
2026-01-01 Piras, Giorgio; Mura, Raffaele; Brau, Fabio; Oneto, Luca; Roli, Fabio; Biggio, Battista
A comparative analysis of active learning strategies for Android malware detection
2025-01-01 Manca, Cristian; Minnei, Luca; Pintor, Maura; Brau, Fabio; Biggio, Battista
Less is more? An ablation study on AutoAttack for adversarial robustness evaluation
2025-01-01 Melis, Luca; Scionis, Luca; Brau, Fabio; Pintor, Maura; Biggio, Battista
Exploiting edge features for transferable adversarial attacks in distributed machine learning
2025-01-01 Rossolini, G.; Brau, F.; Biondi, A.; Biggio, B.; Buttazzo, G.
1-Lipschitz Layers Compared: Memory, Speed, and Certifiable Robustness
2024-01-01 Prach, Bernd; Brau, Fabio; Buttazzo, Giorgio; Lampert, Christoph H.
Robust-by-Design Classification via Unitary-Gradient Neural Networks
2023-01-01 Brau, F.; Rossolini, G.; Biondi, A.; Buttazzo, G.
Defending from physically-realizable adversarial attacks through internal over-activation analysis
2023-01-01 Rossolini, G.; Nesti, F.; Brau, F.; Biondi, A.; Buttazzo, G.
Maximizing team synergy in AI-related interdisciplinary groups: an interdisciplinary-by-design iterative methodology
2023-01-01 Bisconti, P.; Orsitto, D.; Fedorczyk, F.; Brau, F.; Capasso, M.; De Marinis, L.; Eken, H.; Merenda, F.; Forti, M.; Pacini, M.; Schettini, C.
On the Minimal Adversarial Perturbation for Deep Neural Networks with Provable Estimation Error
2023-01-01 Brau, F.; Rossolini, G.; Biondi, A.; Buttazzo, G.
Using Self-Organizing Maps for the Behavioral Analysis of Virtualized Network Functions
2021-01-01 Lanciano, G.; Ritacco, A.; Brau, F.; Cucinotta, T.; Vannucci, M.; Artale, A.; Barata, J.; Sposato, E.
Forecasting operation metrics for virtualized network functions
2021-01-01 Cucinotta, T.; Lanciano, G.; Ritacco, A.; Brau, F.; Galli, F.; Iannino, V.; Vannucci, M.; Artale, A.; Barata, J.; Sposato, E.
| Titolo | Data di pubblicazione | Autore(i) | Rivista | Editore |
|---|---|---|---|---|
| SOM directions are better than one: multi-directional refusal suppression in language models | 1-gen-2026 | Piras, Giorgio; Mura, Raffaele; Brau, Fabio; Oneto, Luca; Roli, Fabio; Biggio, Battista | - | - |
| A comparative analysis of active learning strategies for Android malware detection | 1-gen-2025 | Manca, Cristian; Minnei, Luca; Pintor, Maura; Brau, Fabio; Biggio, Battista | - | IEEE |
| Less is more? An ablation study on AutoAttack for adversarial robustness evaluation | 1-gen-2025 | Melis, Luca; Scionis, Luca; Brau, Fabio; Pintor, Maura; Biggio, Battista | - | IEEE |
| Exploiting edge features for transferable adversarial attacks in distributed machine learning | 1-gen-2025 | Rossolini, G.; Brau, F.; Biondi, A.; Biggio, B.; Buttazzo, G. | INTERNET OF THINGS | - |
| 1-Lipschitz Layers Compared: Memory, Speed, and Certifiable Robustness | 1-gen-2024 | Prach, Bernd; Brau, Fabio; Buttazzo, Giorgio; Lampert, Christoph H. | - | IEEE |
| Robust-by-Design Classification via Unitary-Gradient Neural Networks | 1-gen-2023 | Brau, F.; Rossolini, G.; Biondi, A.; Buttazzo, G. | - | AAAI, Association for the Advancement of Artificial Intelligence |
| Defending from physically-realizable adversarial attacks through internal over-activation analysis | 1-gen-2023 | Rossolini, G.; Nesti, F.; Brau, F.; Biondi, A.; Buttazzo, G. | - | AAAI Press |
| Maximizing team synergy in AI-related interdisciplinary groups: an interdisciplinary-by-design iterative methodology | 1-gen-2023 | Bisconti, P.; Orsitto, D.; Fedorczyk, F.; Brau, F.; Capasso, M.; De Marinis, L.; Eken, H.; Merenda, F.; Forti, M.; Pacini, M.; Schettini, C. | AI & SOCIETY | - |
| On the Minimal Adversarial Perturbation for Deep Neural Networks with Provable Estimation Error | 1-gen-2023 | Brau, F.; Rossolini, G.; Biondi, A.; Buttazzo, G. | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE | - |
| Using Self-Organizing Maps for the Behavioral Analysis of Virtualized Network Functions | 1-gen-2021 | Lanciano, G.; Ritacco, A.; Brau, F.; Cucinotta, T.; Vannucci, M.; Artale, A.; Barata, J.; Sposato, E. | - | - |
| Forecasting operation metrics for virtualized network functions | 1-gen-2021 | Cucinotta, T.; Lanciano, G.; Ritacco, A.; Brau, F.; Galli, F.; Iannino, V.; Vannucci, M.; Artale, A.; Barata, J.; Sposato, E. | - | Institute of Electrical and Electronics Engineers Inc. |
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