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

Table 3

Comparison of the proposed approach with the state-of-the-art HTTP DDoS detection approaches.

Approach	Dataset	% Training	% Testing	Accuracy (%)
Our approach	CIDDS-001	60	40	99.54
Approach of [14]	Local/Intern	80	20	99.73
Approach of [15]	CAIDA	60	60	94.8
Approach of [16]	Local	66	34	98.89
Approach of [17]	Local	NA	NA	90.11
Approach of [18]	CDX/Local	NA	NA	92.63