Intensive Pre-Processing of KDD Cup 99 for Network Intrusion Classification Using Machine Learning Techniques.
Ibrahim ObeidatNabhan HamadnehMouhammd AlkasassbehMohammad AlmseidinMazen Ibrahim AlZubiPublished in: Int. J. Interact. Mob. Technol. (2019)
Keyphrases
- preprocessing
- network intrusion detection
- network intrusion
- feature extraction
- intrusion detection
- anomaly detection
- feature selection
- classification accuracy
- image classification
- classification algorithm
- pattern recognition
- training set
- data mining
- support vector machine
- support vector
- class labels
- network security
- classification models
- classification scheme
- information systems
- machine learning
- feature space
- feature vectors
- image sequences
- data pre processing