Research Article
Intelligent Intrusion Detection System for VANET Using Machine Learning and Deep Learning Approaches
Table 7
Experimental analysis of proposed IDS VANET system on i-VANET dataset.
| | Attack types | Pr in % | Se in % | Sp in % | Acc in % | Detection time (s) |
| | DoS attack | 96.9 | 98.3 | 98.7 | 98.6 | 1.75 | | Botnet attack | 98.1 | 98.9 | 98.1 | 98.1 | 0.95 | | PortScan attack | 98.7 | 99.1 | 98.9 | 99.2 | 1.38 | | Brute Force attack | 99.1 | 97.8 | 98.7 | 98.5 | 1.29 | | Average | 98.2 | 98.5 | 98.6 | 98.6 | 1.34 |
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