arxivcs.CRcs.AI2026-07-03
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN
Long Zhao, Shixun Ji, Bin Cheng, Bin He
Recent advancements in the Internet of Things (IoT) emphasize the urgent need for advanced network security, as IoT networks feature dynamic topologies, imbalanced traffic, and complex attack patterns. Unlike general IT networks, IoT environments exhibit extreme heterogeneity and…