11 citations · 11 across the 2 of their papers we have counts for
3 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…
cs.NI2023★ 11 cited
A Clustering Strategy for Enhanced FL-Based Intrusion Detection in IoT Networks
Jacopo Talpini, Fabio Sartori, Marco Savi
The Internet of Things (IoT) is growing rapidly and so the need of ensuring protection against cybersecurity attacks to IoT devices. In this scenario, Intrusion Detection Systems (…