Table 11 Comparison of the proposed model with existing Swift IDS
From: A novel time efficient learning-based approach for smart intrusion detection system
| Â | Method | Drawbacks |
|---|---|---|
Swift IDS | LightGBM + parallel Intrusion Detection | The stability of parallel detection depends upon the network speed |
Proposed model | LightGBM + Hybrid feature selection | Independent of network speed |