Lightweight Real-Time Wireless Intrusion Detection for IEEE 802.11 Networks on Edge Devices
This paper proposes a lightweight, edge-deployed Wireless Intrusion Detection System (WIDS) trained on the AWID3 dataset across eight legacy and modern attack classes, which combines a three-stage feature selection pipeline with cost-sensitive learning for compact 27-feature classification at low latency, and a multi-s...