Detection System of HTTP DDoS Attacks in a Cloud Environment Based on Information Theoretic Entropy and Random Forest

Table 2

Comparison of different classifiers for HTTP DDoS detection.

Classifier	Accuracy(%)	FPR(%)	Train Time (s)	Test Time (s)
Random-Forest	97	0.33	1.23	0.18
NB	94	0.34	0.31	0.16
KNN	86	0.36	1270.56	108.16
DT	73	0.38	1.35	0.11
MLP	28	0.6	321.26	2.2