Intrusion Detection on CIC-IDS 2017 (AUC, F1, Precision, Recall)
100AUCTDA + Random Forest
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| TDA + Random Forest2026.06 | 100 | 99.4 | 99.4 | 99.4 | |
| TDA + LSTM Hybrid2026.06 | 100 | 100 | 100 | 100 | |
| LSTM2026.06 | 100 | 100 | 100 | 100 | |
| Traditional SVM2026.06 | 100 | 100 | 100 | 100 | |
| Isolation Forest2026.06 | 98.3 | 83.5 | 87.9 | 79.5 |