Intrusion Detection on XIIoT, UNSW, CICIDS17, CICIDS18, WUSTL Aggregate (test)
58.7Avg Forward TransferSLAD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SLADEvaluation Scenario=ENA2026.02 | 58.7 | 17 | |
| ACORN-IDSEvaluation Scenario=ENA2026.02 | 57.2 | 20.5 | |
| PCAEvaluation Scenario=ENA2026.02 | 55.6 | 25.1 | |
| LwFEvaluation Scenario=ENA2026.02 | 47.5 | 14.2 | |
| AEEvaluation Scenario=ENA2026.02 | 46.2 | 23.9 | |
| ICLEvaluation Scenario=ENA2026.02 | 44.9 | 9.9 | |
| IFEvaluation Scenario=ENA2026.02 | 42 | 20.2 | |
| VLADEvaluation Scenario=ENA2026.02 | 41.5 | 24.4 | |
| OCSVMEvaluation Scenario=ENA2026.02 | 37.1 | 21.9 | |
| LOFEvaluation Scenario=ENA2026.02 | 30 | 24.4 | |
| ADCNEvaluation Scenario=ENA2026.02 | 26.8 | 21.3 | |
| DIFEvaluation Scenario=ENA2026.02 | 19.9 | 11.3 |