Research Article

Intelligent Intrusion Detection System for VANET Using Machine Learning and Deep Learning Approaches

Table 5

ADR analysis of proposed IDS VANET system on i-VANET dataset.

Attack typesNumber of recordsCorrectly detected recordsAttack Detection Rate (ADR) in %

DoS attack20,00018,98594.9
Botnet attack65,00063,63897.9
PortScan attack75,00073,96398.6
Brute Force attack15,00014,74998.3
175,000171,33597.4