2 papers
cs.NI2026
ASA: Adaptive Smart Agent Federated Learning via Device-Aware Clustering for Heterogeneous IoT
Ali Salimi, Saadat Izadi, Mahmood Ahmadi +1
Federated learning (FL) has become a promising answer to facilitating privacy-preserving collaborative learning in distributed IoT devices. However, device heterogeneity is a key c…
cs.NI2025
Mist-Assisted Federated Learning for Intrusion Detection in Heterogeneous IoT Networks
Saadat Izadi, Shakib Komasi, Ali Salimi +2
The rapid growth of the Internet of Things (IoT) offers new opportunities but also expands the attack surface of distributed, resource-limited devices. Intrusion detection in such…