#federated learning
Sep 2026
FedCAMP-IDS: a federated cluster-aware memory-augmented prototypical network for intrusion detection in heterogeneous IoT environments
This paper proposes FedCAMP-IDS, a Federated Cluster-Aware Memory-Augmented Prototypical Network for privacy-preserving intrusion detection in distributed network environments, and integrates Cluster-Aware Contrastive Pretraining, memory-augmented few-shot prototypical learning, adaptive prototype mixing, and Extreme V...
A. Yadav, V. Pawar, Roshni Yadav
· Cluster Computing · 0 citations