Intrusion Detection on Drone Intrusion Dataset
99.99AccuracyTSLT-Net
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TSLT-NetReference=Proposed2025.10 | 99.99 | 99.99 | 99.99 | 99.99 | |
| EnsembleReference=[35]2025.10 | 99.6 | — | — | — | |
| DCNNReference=[32]2025.10 | 98.12 | 97.13 | 97.8 | 97.46 | |
| DAE-DNNReference=[37]2025.10 | 95.79 | 95.38 | 95.8 | 95.11 | |
| FCFFNReference=[34]2025.10 | 93.74 | 93.71 | 93.8 | 93.47 | |
| DT XGBOOSTReference=[36]2025.10 | 90.85 | — | — | — | |
| Flow TransformerReference=[38]2025.10 | 86 | 86.8 | — | 85.5 |