Research Article
[Retracted] Adaptive Anomaly Detection Framework Model Objects in Cyberspace
Table 5
Distribution and splitting of the used datasets.
| Dataset name | Total of samples | Training set (70%) | Testing set (30%) | Total of normal class | Total and type of attack class |
| KDD Cup’99 | 133193 | 93235 | 39958 | 1131107 | 2086 DDOS attack | NSL-KDD | 29175 | 20422 | 8753 | 15601 | 13574 DOS attack | ISCX | 24431 | 17101 | 7330 | 18426 | 6005 DOS attack | CIC-ID2017 | 19933 | 13953 | 5980 | 11833 | 8100 |
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