Fabio Brau

According to our database, Fabio Brau authored at least 16 papers between 2020 and 2026.

Collaborative distances:

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

2026

Latent-space Attacks for Refusal Evasion in Language Models.

Giorgio Piras, Raffaele Mura, Fabio Brau, Maura Pintor, Luca Oneto, Fabio Roli, Battista Biggio

CoRR, May, 2026

BlackCATT: Black-box Collusion Aware Traitor Tracing in Federated Learning.

Elena Rodríguez Lois, Fabio Brau, Maura Pintor, Battista Biggio, Fernando Pérez-González

CoRR, February, 2026

SAGE-5GC: Security-Aware Guidelines for Evaluating Anomaly Detection in the 5G Core Network.

Cristian Manca, Christian Scano, Giorgio Piras, Fabio Brau, Maura Pintor, Battista Biggio

Proceedings of the Joint National Conference on Cybersecurity (ITASEC & SERICS 2026), 2026

SOM Directions Are Better than One: Multi-Directional Refusal Suppression in Language Models.

Giorgio Piras, Raffaele Mura, Fabio Brau, Luca Oneto, Fabio Roli, Battista Biggio

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Out-of-Distribution Detection for Continual Learning: Design Principles and Benchmarking.

Srishti Gupta, Riccardo Balia, Daniele Angioni, Fabio Brau, Maura Pintor, Ambra Demontis, Alessandro Sebastian, Salvatore M. Carta, Fabio Roli, Battista Biggio

CoRR, December, 2025

S2AP: Score-space Sharpness Minimization for Adversarial Pruning.

Giorgio Piras, Qi Zhao, Fabio Brau, Maura Pintor, Christian Wressnegger, Battista Biggio

CoRR, October, 2025

Video Deblurring by Sharpness Prior Detection and Edge Information.

Yang Tian, Fabio Brau, Giulio Rossolini, Giorgio C. Buttazzo, Hao Meng

CoRR, January, 2025

Exploiting edge features for transferable adversarial attacks in distributed machine learning.

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

Internet Things, 2025

TransferBench: Benchmarking Ensemble-based Black-box Transfer Attacks.

Fabio Brau, Maura Pintor, Antonio Emanuele Cinà, Raffaele Mura, Luca Scionis, Luca Oneto, Fabio Roli, Battista Biggio

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

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

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

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

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