Roberto Doriguzzi-Corin

Resource-Efficient Federated Learning for Network Intrusion Detection

2024

Maintaining up-to-date attack profiles is a critical challenge for Network Intrusion Detection Systems (NIDSs). State-of-the-art solutions based on Machine Learning (ML) algorithms often rely on public datasets, which can be outdated or anonymised, hindering their …