Anmol Sharma

FedIoT-AD: Federated Anomaly Detection for Heterogeneous IoT Edge Networks

2025 · Zenodo (CERN European Organization for Nuclear Research)

The rapid proliferation of Internet of Things (IoT) devices in smart home, industrial, and enterprise environments has introduced new challenges for anomaly detection. Centralizing data for model training introduces unacceptable privacy risks and communication overhead. …