Cross-Plane DDoS Attack Defense Architecture Based on Flow Table Features in SDN

Table 2

Comparison of detection methods.

Approach	(%)	(%)	(%)	Detection time
Generalized entropy [25]	96.2	6.2	6.3	0.91
Random forest [28]	97.7	1.1	3.3	3.22
CNN-LSTM [31]	97.1	5.9	5.8	1.89
Naïve Bayesian [54]	96.1	7.5	7.2	1.11
Our approach	98.9	0.5	1.4	0.51