Andrea Pinto

22 papers A* 1B 5Misc 1Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Additive decomposition of one-dimensional signals using Transformers.
Pattern Recognit. Lett.
Samuele Salti, Andrea Pinto, Alessandro Lanza, Serena Morigi
2026 J jnl
Balancing the trilemma: a survey of federated anomaly detection for secure cyber-physical systems.
Cybersecur.
Andrea Pinto, Yezid Donoso, Jairo A. Gutiérrez
2026 J jnl
Central Bank Digital Currencies: Where is the Privacy, Technology, and Anonymity?
CoRR
Jeff Nijsse, Andrea Pinto
2025 J jnl
Additive decomposition of one-dimensional signals using Transformers.
CoRR
Samuele Salti, Andrea Pinto, Alessandro Lanza, Serena Morigi
2025 Misc conf
Beyond the Black Box: A Framework for Explainable and Attack-Resilient Federated Anomaly Detection in IIoT.
ITNAC
Andrea Pinto, Yezid Donoso, Jairo A. Gutiérrez
2025 B conf
Mitigating De-Authentication DoS Attacks in 802.11 via eBPF and XDP.
NetSoft
Alessandro Sangiorgi, Andrea Pinto, Reza Tourani, Flavio Esposito
2025 B conf
On Generalization Bounds for Neural Networks with Low Rank Layers.
ALT
Andrea Pinto, Akshay Rangamani, Tomaso A. Poggio
2025 B conf
Optimizing Model Pruning in Decentralized Learning Networks with DFL-Trim.
NetSoft
Andrea Pinto, Alessandro Masci, Alessio Sacco, Guido Marchetto, Flavio Esposito
2024 — conf
Balancing Energy Efficiency and Infrastructure Knowledge in Cloud-to-Edge Task Distribution Systems.
MECC@EuroSys
Stefano Galantino, Andrea Pinto, Flavio Esposito, Antonio Manzalini, Fulvio Risso
2024 B conf
Efficient Distributed Learning Over Lossy Wireless Networks.
CNSM
Emilio Paolini, Andrea Pinto, Luca Valcarenghi, Nicola Andriolli, Luca Maggiani, Flavio Esposito
2024 J jnl
Enhancing Critical Infrastructure Security: Unsupervised Learning Approaches for Anomaly Detection.
Int. J. Comput. Intell. Syst.
Andrea Pinto, Luis-Carlos Herrera, Yezid Donoso, Jairo A. Gutiérrez
2024 J jnl
How Neural Networks Learn the Support is an Implicit Regularization Effect of SGD.
CoRR
Pierfrancesco Beneventano, Andrea Pinto, Tomaso A. Poggio
2024 J jnl
On Generalization Bounds for Neural Networks with Low Rank Layers.
CoRR
Andrea Pinto, Akshay Rangamani, Tomaso A. Poggio
2024 B conf
Poster: Transport-Aware Resource Block Allocation in 5G Slicing.
NetSoft
Andrea Pinto, Tanzil Bin Hassan, Francesco Restuccia, Flavio Esposito
2024 J jnl
The Fair Language Model Paradox.
CoRR
Andrea Pinto, Tomer Galanti, Randall Balestriero
2023 — conf
Hercules: An Emulation-Based Framework for Transport Layer Measurements over 5G Wireless Networks.
WiNTECH
Andrea Pinto, Andrew Ashdown, Tanzil Bin Hassan, Hai Cheng, Flavio Esposito, Leonardo Bonati, Salvatore D'Oro, Tommaso Melodia, Francesco Restuccia
2023 J jnl
Privacy and Efficiency of Communications in Federated Split Learning.
CoRR
Zongshun Zhang, Andrea Pinto, Valeria Turina, Flavio Esposito, Ibrahim Matta
2023 J jnl
Privacy and Efficiency of Communications in Federated Split Learning.
IEEE Trans. Big Data
Zongshun Zhang, Andrea Pinto, Valeria Turina, Flavio Esposito, Ibrahim Matta
2023 J jnl
Survey on Intrusion Detection Systems Based on Machine Learning Techniques for the Protection of Critical Infrastructure.
Sensors
Andrea Pinto, Luis-Carlos Herrera, Yezid Donoso, Jairo A. Gutiérrez
2022 — conf
Characterizing Location Management Function Performance in 5G Core Networks.
NFV-SDN
Andrea Pinto, Giuseppe Santaromita, Claudio Fiandrino, Domenico Giustiniano, Flavio Esposito
2022 A* conf
Experimenting with localization management functions in 5G core networks.
MobiCom
Andrea Pinto, Giuseppe Santaromita, Claudio Fiandrino, Domenico Giustiniano, Flavio Esposito
2022 J jnl
The effectiveness of factorization and similarity blending.
CoRR
Andrea Pinto, Giacomo Camposampiero, Loïc Houmard, Marc Lundwall