ResFed-IDS: Resource-Aware Federated Learning for Sustainable IoT Intrusion Detection
Federated learning (FL) reduces raw-data sharing in Internet of Things (IoT) intrusion detection systems (IDSs), but standard FL can still overuse battery-powered clients by assigning local training without considering device health. This paper presents ResFed-IDS, a resource-aware FL framework that combines server-sid...