Santosh Kumar Banbhrani

Trust-Aware Federated Learning for Privacy-Preserving IoT Intrusion Detection

The rapid growth of Internet of Things (IoT) networks has increased the need for intrusion detection mechanisms that provide accurate threat detection while preserving privacy, resisting malicious clients, and limiting communication overhead. Existing Federated Learning (FL)-based intrusion detection systems (IDS) rema...