Application-Layer DDoS Attack Detection Using Explicit Duration Recurrent Network-Based Application-Layer Protocol Communication Models

Table 7

Comparison of results on SMTP dataset.

Dataset	Method	Accuracy	F1	Recall	Year
D4	Aziz and Okamura [33]	0.872	0.865	0.869	2017
	Gurusamyand Msk [34]	0.916	0.911	0.908	2019
	Feng et al. [18]	0.955	0.947	0.949	2020
	Schneider et al. [32]	0.937	0.932	0.926	2020
	Proposed method	0.994	0.991	0.990	Present

The bold values indicate the maximum values.