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

Table 1

Recent related works.

References	Dataset	Online	L/H DoS	Sampling
[16]	CIC-DoS	✗	✓	✓
[33]	None	✓	✗	✗
[34]	MIT Lincoln, FIFA98, DDoSTB, CAIDA	✓	✓	✗
[35]	Customized (developed by the authors)	✓	✓	✗
[36]	Customized (developed by the authors)	✓	✓	✗
[37]	CICIDS2017	✗	✓	✗
The proposed approach	CIC-DoS, CICIDS2017, CSE-CIC-IDS2018, Customized	✓	✓	✓