Research Article
A Deep Random Forest Model on Spark for Network Intrusion Detection
Table 4
Information of the experimental CICIDS2017.
| Class | Number | Proportion |
| Normal | 2089692 | 83.07 | DoS Hulk | 172838 | 6.87 | PortScan | 128008 | 5.08 | DDoS | 90694 | 3.6 | Dos GoldenEye | 10283 | 0.41 | FTP-Patator | 5931 | 0.23 | SSH-Patator | 5385 | 0.21 | DoS Slowloris | 5228 | 0.2 | DoS SlowHTTPTest | 3219 | 0.12 | Web attacks | 2143 | 0.085 | Bot | 1948 | 0.08 | Infiltration | 36 | 0.0014 | Heartbleed | 11 | 0.0004 |
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