Fabio Brau

21 papers A* 4B 1Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
BlackCATT: Black-box Collusion Aware Traitor Tracing in Federated Learning.
CoRR
Elena Rodríguez Lois, Fabio Brau, Maura Pintor, Battista Biggio, Fernando Pérez-González
2026 — conf
SAGE-5GC: Security-Aware Guidelines for Evaluating Anomaly Detection in the 5G Core Network.
ITASEC/SERICS
Cristian Manca, Christian Scano, Giorgio Piras, Fabio Brau, Maura Pintor, Battista Biggio
2026 J jnl
SAGE-5GC: Security-Aware Guidelines for Evaluating Anomaly Detection in the 5G Core Network.
CoRR
Cristian Manca, Christian Scano, Giorgio Piras, Fabio Brau, Maura Pintor, Battista Biggio
2026 A* conf
SOM Directions Are Better than One: Multi-Directional Refusal Suppression in Language Models.
AAAI
Giorgio Piras, Raffaele Mura, Fabio Brau, Luca Oneto, Fabio Roli, Battista Biggio
2025 J jnl
Exploiting Edge Features for Transferable Adversarial Attacks in Distributed Machine Learning.
CoRR
Giulio Rossolini, Fabio Brau, Alessandro Biondi, Battista Biggio, Giorgio C. Buttazzo
2025 J jnl
Exploiting edge features for transferable adversarial attacks in distributed machine learning.
Internet Things
Giulio Rossolini, Fabio Brau, Alessandro Biondi, Battista Biggio, Giorgio C. Buttazzo
2025 J jnl
Out-of-Distribution Detection for Continual Learning: Design Principles and Benchmarking.
CoRR
Srishti Gupta, Riccardo Balia, Daniele Angioni, Fabio Brau, Maura Pintor, Ambra Demontis, Alessandro Sebastian, Salvatore M. Carta, Fabio Roli, Battista Biggio
2025 J jnl
S2AP: Score-space Sharpness Minimization for Adversarial Pruning.
CoRR
Giorgio Piras, Qi Zhao, Fabio Brau, Maura Pintor, Christian Wressnegger, Battista Biggio
2025 J jnl
SOM Directions are Better than One: Multi-Directional Refusal Suppression in Language Models.
CoRR
Giorgio Piras, Raffaele Mura, Fabio Brau, Luca Oneto, Fabio Roli, Battista Biggio
2025 J jnl
Video Deblurring by Sharpness Prior Detection and Edge Information.
CoRR
Yang Tian, Fabio Brau, Giulio Rossolini, Giorgio C. Buttazzo, Hao Meng
2024 A* conf
1-Lipschitz Layers Compared: Memory, Speed, and Certifiable Robustness.
CVPR
Bernd Prach, Fabio Brau, Giorgio C. Buttazzo, Christoph H. Lampert
2023 J jnl
1-Lipschitz Layers Compared: Memory, Speed, and Certifiable Robustness.
CoRR
Bernd Prach, Fabio Brau, Giorgio C. Buttazzo, Christoph H. Lampert
2023 A* conf
Defending from Physically-Realizable Adversarial Attacks through Internal Over-Activation Analysis.
AAAI
Giulio Rossolini, Federico Nesti, Fabio Brau, Alessandro Biondi, Giorgio C. Buttazzo
2023 J jnl
Maximizing team synergy in AI-related interdisciplinary groups: an interdisciplinary-by-design iterative methodology.
AI Soc.
Piercosma Bisconti, Davide Orsitto, Federica Fedorczyk, Fabio Brau, Marianna Capasso, Lorenzo De Marinis, Hüseyin Eken, Federica Merenda, Mirko Forti, Marco Pacini, Claudia Schettini
2023 J jnl
On the Minimal Adversarial Perturbation for Deep Neural Networks With Provable Estimation Error.
IEEE Trans. Pattern Anal. Mach. Intell.
Fabio Brau, Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo
2023 A* conf
Robust-by-Design Classification via Unitary-Gradient Neural Networks.
AAAI
Fabio Brau, Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo
2022 J jnl
Defending From Physically-Realizable Adversarial Attacks Through Internal Over-Activation Analysis.
CoRR
Giulio Rossolini, Federico Nesti, Fabio Brau, Alessandro Biondi, Giorgio C. Buttazzo
2022 J jnl
On the Minimal Adversarial Perturbation for Deep Neural Networks with Provable Estimation Error.
CoRR
Fabio Brau, Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo
2022 J jnl
Robust-by-Design Classification via Unitary-Gradient Neural Networks.
CoRR
Fabio Brau, Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo
2021 B conf
Forecasting Operation Metrics for Virtualized Network Functions.
CCGRID
Tommaso Cucinotta, Giacomo Lanciano, Antonio Ritacco, Fabio Brau, Filippo Galli, Vincenzo Iannino, Marco Vannucci, Antonino Artale, João Barata, Enrica Sposato
2020 — conf
Using Self-Organizing Maps for the Behavioral Analysis of Virtualized Network Functions.
CLOSER (Selected Papers)
Giacomo Lanciano, Antonio Ritacco, Fabio Brau, Tommaso Cucinotta, Marco Vannucci, Antonino Artale, João Barata, Enrica Sposato