Traf fi c-Aware Imbalance Learning Network for Lightweight IoT Intrusion Detection
Sowmya Somanath, U. B. Ajay, Sangeetha Kanevi et al.
· 0 citations
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Open access
Sep 2026
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...
Sowmya Somanath, Usha Banavikal Ajay
· Journal of Artificial Intell... · 0 citations