2 papers
cs.LG2025
FedBEns: One-Shot Federated Learning based on Bayesian Ensemble
Jacopo Talpini, Marco Savi, Giovanni Neglia
One-Shot Federated Learning (FL) is a recent paradigm that enables multiple clients to cooperatively learn a global model in a single round of communication with a central server.…
cs.CR2023
Enhancing Trustworthiness in ML-Based Network Intrusion Detection with Uncertainty Quantification
Jacopo Talpini, Fabio Sartori, Marco Savi
The evolution of Internet and its related communication technologies have consistently increased the risk of cyber-attacks. In this context, a crucial role is played by Intrusion D…