Research Article

Real-Time Detection of Application-Layer DDoS Attack Using Time Series Analysis

Table 2

The results of DDoS detection in flash crowd.

ā€‰AccuracyFPRFNRPrecisionRecallROC

T-2092.33%6.69%6.03%92.66%93.28%91.67%
T-3095.02%4.10%3.09%95.64%96.37%96.34%
T-4096.39%3.52%2.58%96.82%96.95%98.99%
T-5097.68%2.16%1.94%97.22%98.03%99.61%
T-6098.06%1.47%1.02%98.29%98.49%99.70%