Cloud-Based DDoS HTTP Attack Detection Using Covariance Matrix Approach

Table 6

MADM performance results in cloud environment using 3D threshold.

	Internal cloud topology	External cloud topology
Detection rate	84.25%	77.77%
Classification accuracy rate	86.85%	79.85%
False positive rate	10.99%	19.26%
False negative rate	15.75%	21.88%
Classification error rate	13.15%	20.15%
AUC	84.44%	82.43%