Fig. 2
From: Orchestrating machine learning models in a swarm architecture for IoT inline malware detection

Communication layers design concept for integration of swarm-based inline ML for intrusion detection in IoT-based network, highlighting data flow, model coordination, and interaction between swarm agents and the firewall.