Intensive Preprocessing of KDD Cup 99 for Network Intrusion Classification Using Machine Learning Techniques.
Ibrahim ObeidatNabhan HamadnehMouhammd AlkasassbehMohammad AlmseidinPublished in: CoRR (2018)
Keyphrases
- preprocessing
- network intrusion
- network intrusion detection
- feature extraction
- anomaly detection
- pattern recognition
- classification scheme
- network security
- classification accuracy
- preprocessing phase
- intrusion detection
- support vector machine
- feature vectors
- feature space
- neural network
- text classification
- support vector
- feature selection
- preprocessing steps
- network intrusion detection systems
- supervised learning
- data management
- information systems
- machine learning