Research Article
Neural Network-Based Voting System with High Capacity and Low Computation for Intrusion Detection in SIEM/IDS Systems
Table 2
List of NSL-KDD dataset files and their description.
| File name | Description |
| KDDTrain+.ARFF | The full NSL-KDD train set with binary labels in ARFF format | KDDTrain+.TXT | The full NSL-KDD train set including attack-type labels and difficulty level in CSV format | KDDTrain+_20Percent.ARFF | A 20% small subset of the KDDTrain+.arff file | KDDTrain+20Percent.TXT | A 20% subset of the KDDTrain+.txt file | KDDTest+.ARFF | The full NSL-KDD test set with binary labels in ARFF format | KDDTest+.TXT | The full NSL-KDD test set including attack-type labels and difficulty level in CSV format | KDDTest-21.ARFF | A subset of the KDDTest+.arff file which does not include records with difficulty level of 21 out of 21 | KDDTest-21.TXT | A subset of the KDDTest+.txt file which does not include records with difficulty level of 21 out of 21 |
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