arxivcs.CRcs.AI2026-07-01
Cross-Domain Generalization Failure in Lightweight Intrusion Detection Models for IIoT Networks
MD Azizul Hakim, Md Shihab Uddin, Talha Ibne Anis
Lightweight machine learning models are increasingly proposed for intrusion detection in Industrial Internet of Things (IIoT) networks due to their suitability for resource-constrained edge deployment. Most reported results evaluate these models only within their training network…