Jacopo Talpini

11 papers A* 1B 1C 1Journal 4Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
A Federated Approach to Enhance Calibration of Distributed ML-Based Intrusion Detection Systems.
ICAART (2)
Jacopo Talpini, Nicoló Civiero, Fabio Sartori, Marco Savi
2025 A* conf
FedBEns: One-Shot Federated Learning based on Bayesian Ensemble.
ICML
Jacopo Talpini, Marco Savi, Giovanni Neglia
2025 J jnl
FedBEns: One-Shot Federated Learning based on Bayesian Ensemble.
CoRR
Jacopo Talpini, Marco Savi, Giovanni Neglia
2024 J jnl
Enhancing trustworthiness in ML-based network intrusion detection with uncertainty quantification.
J. Reliab. Intell. Environ.
Jacopo Talpini, Fabio Sartori, Marco Savi
2024 B conf
Hierarchical Multiclass Continual Learning for Network Intrusion Detection.
NetSoft
Jacopo Talpini, Fabio Sartori, Marco Savi
2024 C conf
Towards a Knowledge Diversity Notion to Identify Intrusions in Industrial Contexts.
WETICE
Fabio Sartori, Marco Savi, Gaia Tarrini, Jacopo Talpini
2023 — conf
A Clustering Strategy for Enhanced FL-Based Intrusion Detection in IoT Networks.
ICAART (3)
Jacopo Talpini, Fabio Sartori, Marco Savi
2023 J jnl
A Clustering Strategy for Enhanced FL-Based Intrusion Detection in IoT Networks.
CoRR
Jacopo Talpini, Fabio Sartori, Marco Savi
2023 J jnl
Enhancing Trustworthiness in ML-Based Network Intrusion Detection with Uncertainty Quantification.
CoRR
Jacopo Talpini, Fabio Sartori, Marco Savi
2023 — conf
Uncertainty-Aware QoT Forecasting in Optical Networks with Bayesian Recurrent Neural Networks.
ICC
Nicola Di Cicco, Jacopo Talpini, Memedhe Ibrahimi, Marco Savi, Massimo Tornatore
2022 — conf
Knowledge Artifacts to Support Dietary: The Diet Module of the PERCIVAL Project.
MTSR
Fabio Sartori, Klaus Shala, Andrea Moglia, Jacopo Talpini, Marco Savi