Fabio Brau

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 10

Top Topics

Methodological Framework

Execution Speed

Covariance Matrix

Top Venues

Publications

Fabio Brau, Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo
Robust-by-Design Classification via Unitary-Gradient Neural Networks. AAAI (2023)
Piercosma Bisconti, Davide Orsitto, Federica Fedorczyk, Fabio Brau, Marianna Capasso, Lorenzo De Marinis, Hüseyin Eken, Federica Merenda, Mirko Forti, Marco Pacini, Claudia Schettini
Maximizing team synergy in AI-related interdisciplinary groups: an interdisciplinary-by-design iterative methodology. AI Soc. 38 (4) (2023)
Giulio Rossolini, Federico Nesti, Fabio Brau, Alessandro Biondi, Giorgio C. Buttazzo
Defending from Physically-Realizable Adversarial Attacks through Internal Over-Activation Analysis. AAAI (2023)
Fabio Brau, Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo
On the Minimal Adversarial Perturbation for Deep Neural Networks With Provable Estimation Error. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Bernd Prach, Fabio Brau, Giorgio C. Buttazzo, Christoph H. Lampert
1-Lipschitz Layers Compared: Memory, Speed, and Certifiable Robustness. CoRR (2023)
Giulio Rossolini, Federico Nesti, Fabio Brau, Alessandro Biondi, Giorgio C. Buttazzo
Defending From Physically-Realizable Adversarial Attacks Through Internal Over-Activation Analysis. CoRR (2022)
Fabio Brau, Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo
On the Minimal Adversarial Perturbation for Deep Neural Networks with Provable Estimation Error. CoRR (2022)
Fabio Brau, Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo
Robust-by-Design Classification via Unitary-Gradient Neural Networks. CoRR (2022)
Tommaso Cucinotta, Giacomo Lanciano, Antonio Ritacco, Fabio Brau, Filippo Galli, Vincenzo Iannino, Marco Vannucci, Antonino Artale, João Barata, Enrica Sposato
Forecasting Operation Metrics for Virtualized Network Functions. CCGRID (2021)
Giacomo Lanciano, Antonio Ritacco, Fabio Brau, Tommaso Cucinotta, Marco Vannucci, Antonino Artale, João Barata, Enrica Sposato
Using Self-Organizing Maps for the Behavioral Analysis of Virtualized Network Functions. CLOSER (Selected Papers) (2020)