Usha Banavikal Ajay

Traffic-Aware Imbalance Learning Network for Lightweight IoT Intrusion Detection

A Traffic-Aware Imbalance Learning Network (TAIL-Net) for lightweight and imbalance-aware IoT intrusion detection that introduces a traffic-aware semantic feature mapping mechanism that reorganizes network traffic attributes according to their semantic relationships to improve feature representation learning.