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

Table 4

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

Attack types	Number of records	Correctly detected records	Attack Detection Rate (ADR) in %
DoS attack	15,000	14,789	98.5
Botnet attack	75,000	74,192	98.9
PortScan attack	89,000	88,762	99.7
Brute Force attack	17,000	15, 972	93.9
	196,000	193,715	97.7