Research Article
Real-Time Detection of Application-Layer DDoS Attack Using Time Series Analysis
Table 1
The results of DDoS detection in normal traffic.
| | | Accuracy | FPR | FNR | Precision | Recall | ROC |
| | P-20 | 91.52% | 8.24% | 7.27% | 91.62% | 92.51% | 90.12% | | P-30 | 94.26% | 5.05% | 3.94% | 94.51% | 95.28% | 95.31% | | P-40 | 96.31% | 3.74% | 3.08% | 96.79% | 97.00% | 98.79% | | P-50 | 97.24% | 2.76% | 2.23% | 97.30% | 97.64% | 99.10% | | P-60 | 97.81% | 2.05% | 1.88% | 97.94% | 98.02% | 99.26% |
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