Research Article
Smart Detection: An Online Approach for DoS/DDoS Attack Detection Using Machine Learning
Table 7
Customized dataset events and tools.
| | Attack and tool | Events |
| | TCP SYN flood (hping3 [46]) | 4 | | TCP SYN flood-light mode (hping3 [46]) | 4 | | TCP ACK flood (hping3 [46]) | 4 | | UDP flood (hping3 [46]) | 4 | | UDP flood-random dst port (hping3 [46]) | 4 | | DoS improved GET (Goldeneye [48]) | 5 | | DoS GET (hulk [47]) | 4 | | Slow headers (slowhttptest [49]) | 5 | | Slow body (slowhttptest [49]) | 5 | | Range attack (slowhttptest [49]) | 4 | | Slow read (slowhttptest [49]) | 5 |
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