Intrusion Detection on 10,000 sequences (526 vehicles) (inference)
0.003Data Setup RatioFAST-IDS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FAST-IDSEnvironment=Jetson Nano2025.12 | 0.003 | 194.997 | 0.195 | |
| reconstruction-based CNN modelEnvironment=Jetson Nano2025.12 | 0.07 | 511.82 | 0.5119 | |
| 4-layer LSTMEnvironment=Jetson Nano2025.12 | 287.74 | 0.33 | 0.2881 | |
| hybrid CNN-BiLSTMEnvironment=Jetson Nano2025.12 | 370.92 | 0.395 | 0.3713 |