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 | Accuracy | FPR | FNR | Precision | Recall | ROC |
| T-20 | 92.33% | 6.69% | 6.03% | 92.66% | 93.28% | 91.67% | T-30 | 95.02% | 4.10% | 3.09% | 95.64% | 96.37% | 96.34% | T-40 | 96.39% | 3.52% | 2.58% | 96.82% | 96.95% | 98.99% | T-50 | 97.68% | 2.16% | 1.94% | 97.22% | 98.03% | 99.61% | T-60 | 98.06% | 1.47% | 1.02% | 98.29% | 98.49% | 99.70% |
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