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

Table 1

Comparison of classification models.

Model	(%)	(%)	(%)	TN (epochs)
SVM	97.7	2.5	3.2	101
Random forest	98.3	2.2	2.3	298
Naïve Bayesian	97.7	5.9	5.8	119
KNN	98.1	3.1	3.3	223
XGBoost	98.7	1.8	2.3	98
Adaboost	98.9	2.1	1.9	65
IBP	99.4	0.5	1.4	15