Smart Detection: An Online Approach for DoS/DDoS Attack Detection Using Machine Learning

Table 8

Evaluation of system performance for all datasets.

Dataset	DR	FAR	PREC	F1
CIC-DoS	0.936	0.0004	0.999	0.999
CICIDS2017	0.800	0.002	0.992	0.992
CSE-CIC-IDS2018	1.000	0.000	1.000	1.000
Customized	0.965	0.002	0.995	0.995