Cloud-Based DDoS HTTP Attack Detection Using Covariance Matrix Approach

Table 7

MADM performance results in cloud environment using 4D threshold.

	Internal cloud topology	External cloud topology
Detection rate	86.77%	84.52%
Classification accuracy rate	89.23%	85.63%
False positive rate	8.72%	14.06%
False negative rate	13.23%	15.48%
Classification error rate	10.77%	14.37%
AUC	86.32%	84.63%