Table 5 Performance metrics of the proposed model on the car hacking Dataset.
Attack type | Accuracy (%) | Precision (%) | Recall (%) | F1-score (%) | FPR (%) |
---|---|---|---|---|---|
Normal | 99.98 | 99.99 | 1.00 | 99.99 | 0.01 |
Dos | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 |
Fuzzy | 99.99 | 99.99 | 99.99 | 99.99 | 0.01 |
RPM | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 |
GEAR | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 |