Rupali Banerjee

An enhanced federated learning-based multistage IDS for detecting zero-day and known threats in smart home ecosystem

A modified federated learning based novel multi-stage intrusion detection system for real-time identification of attacks in a smart home ecosystem that ensures privacy-preserving model aggregation across distributed IoT devices while minimizing communication overhead and adapting to dynamic network conditions is introduced.