Intrusion Detection on UNSW-NB 15 Full multi-class
99AccuracyMulti-stage optimized ML-based NIDS framework
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Multi-stage optimized ML-based NIDS framework2026.06 | 99 | — | |
| LSTM2026.06 | 99 | — | |
| Deep Q-Network + QIMEvaluation protocol=full multi-class dataset, Evaluation hardware=single-sample CPU2026.06 | 91.04 | 45.7 |