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

Table 9

Comparison with research approaches of related works.

Work	Dataset	DR	FAR	PREC
[16]	CIC-DoS	0.7690	N/A	N/A
[37]	CICIDS2017	N/A	N/A	0.8210
The proposed approach	CIC-DoS	0.9360	0.0004	0.9990
The proposed approach	CICIDS2017	0.8000	0.0020	0.9920