Evaluation of black-marker and bilateral classification with J48 decision tree in anomaly based intrusion detection system.
Yee Jian ChewShih Yin OoiKok-Seng WongYing-Han PangSeong Oun HwangPublished in: J. Intell. Fuzzy Syst. (2018)
Keyphrases
- intrusion detection system
- decision trees
- intrusion detection
- anomaly detection
- network traffic
- network security
- network intrusion detection
- machine learning
- classification models
- machine learning algorithms
- computer networks
- classification rules
- pattern recognition
- decision tree algorithm
- data mining
- training set
- computer systems
- text classification
- classification accuracy
- feature extraction
- distributed intrusion detection
- alert correlation
- normal behavior
- decision tree classifiers
- naive bayes
- feature selection
- object recognition
- supervised learning
- attack detection
- network attacks
- network traffic data
- network intrusion detection systems
- data processing