Usha Banavikal Ajay

Traffic-Aware Imbalance Learning Network for Lightweight IoT Intrusion Detection

The rapid growth of internet of things (IoT) networks has significantly increased cybersecurity risks due to heterogeneous traffic characteristics, large-scale connectivity, and highly imbalanced attack distributions. Existing intrusion detection approaches primarily focus on improving overall detection performance thr...