Classification of intrusion detection alerts using abstaining classifiers.
Tadeusz PietraszekPublished in: Intell. Data Anal. (2007)
Keyphrases
- intrusion detection
- roc analysis
- intrusion detection system
- anomaly detection
- network security
- roc curve
- receiver operating characteristic
- network traffic
- alert correlation
- classification algorithm
- support vector
- decision trees
- network intrusion detection
- high detection rate
- feature set
- class distribution
- feature selection
- training samples
- classification accuracy
- binary classifiers
- class labels
- machine learning methods
- machine learning
- svm classifier
- breast cancer
- cross validation
- network intrusion
- training set
- detecting anomalous
- network intrusions
- data mining techniques
- training data
- data mining
- text classification
- computer networks
- face detection
- naive bayes
- supervised learning
- high dimensional
- databases