MA-IDS: Multi-Agent RAG Framework for IoT Network Intrusion Detection with an Experience Library

ArXi:2604.05458v1 Announce Type: cross Network Intrusion Detection Systems (NIDS) face important limitations. Signature-based methods are effective for known attack patterns, but they struggle to detect zero-day attacks and often miss modified variants of previously known attacks, while many machine learning approaches offer limited interpretability. These challenges become even severe in IoT environments because of resource constraints and heterogeneous protocols.