Fabio Brau

According to our database, Fabio Brau authored at least 7 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Maximizing team synergy in AI-related interdisciplinary groups: an interdisciplinary-by-design iterative methodology.

Piercosma Bisconti, Davide Orsitto, Federica Fedorczyk, Fabio Brau, Marianna Capasso, Lorenzo De Marinis, Hüseyin Eken, Federica Merenda, Mirko Forti, Marco Pacini, Claudia Schettini

AI Soc., August, 2023

On the Minimal Adversarial Perturbation for Deep Neural Networks With Provable Estimation Error.

Fabio Brau, Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo

IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

1-Lipschitz Layers Compared: Memory, Speed, and Certifiable Robustness.

Bernd Prach, Fabio Brau, Giorgio C. Buttazzo, Christoph H. Lampert

CoRR, 2023

Defending from Physically-Realizable Adversarial Attacks through Internal Over-Activation Analysis.

Giulio Rossolini, Federico Nesti, Fabio Brau, Alessandro Biondi, Giorgio C. Buttazzo

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Robust-by-Design Classification via Unitary-Gradient Neural Networks.

Fabio Brau, Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2021

Forecasting Operation Metrics for Virtualized Network Functions.

Tommaso Cucinotta, Giacomo Lanciano, Antonio Ritacco, Fabio Brau, Filippo Galli, Vincenzo Iannino, Marco Vannucci, Antonino Artale, João Barata, Enrica Sposato

Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021

2020

Using Self-Organizing Maps for the Behavioral Analysis of Virtualized Network Functions.

Giacomo Lanciano, Antonio Ritacco, Fabio Brau, Tommaso Cucinotta, Marco Vannucci, Antonino Artale, João Barata, Enrica Sposato

Proceedings of the Cloud Computing and Services Science - 10th International Conference, 2020