Intrusion Detection on CIC-IDS 2017 (Accuracy and Latency)
32.5Latency (µs)Deep Q-Network + QIM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Deep Q-Network + QIMEvaluation hardware=single-sample CPU2026.06 | 32.5 | 97.89 | |
| KNNEvaluation hardware=single-sample CPU2026.06 | 890 | — | |
| SVMEvaluation hardware=single-sample CPU2026.06 | 920 | — | |
| Ensemble classifiersEvaluation hardware=single-sample CPU2026.06 | 2,248 | 99.74 | |
| Multi-stage optimized ML-based NIDS framework2026.06 | — | 99 |