Research Article
An Intrusion Detection System for the Internet of Things Based on the Ensemble of Unsupervised Techniques
Table 1
Summary of CES-CIC-IDS 2018 dataset used in the experiments.
| Subdataset | Size | Distribution |
| | 1048574 | Benign: 446772 DoS attacks-SlowHTTPTest: 139890 DoS attacks-Hulk: 461912 | | 1048575 | Benign: 996077 DoS attacks-GoldenEye: 41508 DoS attacks-Slowloris: 10990 | | 1048575 | Benign: 360833 DDoS attack-LOIC-UDP: 1730 DDoS attack-HOIC: 686012 | | 1048571 | Benign: 472380 DDoS attacks-LOIC-HTTP: 576191 | | 1048522 | Benign: 1048009 Brute force-web: 362 Brute force-XSS: 151 | | 1048575 | Benign: 667626 FTP-brute force: 193360 SSH-brute force: 187589 |
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