Research Article
A Stacking Ensemble for Network Intrusion Detection Using Heterogeneous Datasets
Table 7
Confusion matrix of all the 7 attack types found in UGR’16.
| | | 0 | 1 |
| | Blacklist | | | | 0 | 944204 | 5709 | | 1 | 7834 | 90829 |
| | UDPscan | | | | 0 | 892295 | 16466 | | 1 | 18477 | 121338 |
| | Spam | | | | 0 | 932187 | 9532 | | 1 | 13268 | 93589 |
| | DOS | | | | 0 | 936949 | 12311 | | 1 | 9348 | 89968 |
| | Scan | | | | 0 | 927854 | 10710 | | 1 | 10253 | 99759 |
| | SSHscan | | | | 0 | 940476 | 9728 | | 1 | 8962 | 89410 | | DDOS (botnets) | | | | 0 | 927785 | 13583 | | 1 | 60303 | 46905 |
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