Using Time Series 3D AlertGraph and False Alert Classification to Analyse Snort Alerts.
Shahrulniza MusaDavid J. ParishPublished in: VizSEC (2008)
Keyphrases
- classification systems
- intrusion detection system
- automatic classification
- classification models
- machine learning
- decision trees
- text classification
- feature selection
- alert correlation
- unsupervised learning
- intrusion detection
- support vector machine svm
- classification algorithm
- pattern classification
- supervised learning
- feature extraction
- classification accuracy
- training samples
- classification method
- image classification
- machine learning methods
- classification rate
- feature set
- cost sensitive
- decision support
- anomaly detection
- model selection