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

Table 6

Experimental analysis of proposed IDS VANET system on CIC-IDS 2017 dataset.

Attack types	Pr in %	Se in %	Sp in %	Acc in %	Detection time (s)
DoS attack	97.9	98.9	99.3	98.7	1.87
Botnet attack	98.1	97.7	98.7	98.4	2.19
PortScan attack	97.8	98.3	98.6	98.8	0.98
Brute Force attack	98.3	98.2	99.1	98.5	1.04
Average	98.02	98.27	98.92	98.6	1.52