Anomaly Detection Enhanced Classification in Computer Intrusion Detection.
Mike FugateJames R. GattikerPublished in: SVM (2002)
Keyphrases
- intrusion detection
- anomaly detection
- intrusion detection system
- network intrusion detection
- unsupervised learning
- detecting anomalies
- detecting anomalous
- unsupervised anomaly detection
- network security
- anomalous behavior
- computer security
- network traffic
- network intrusion
- machine learning
- support vector
- supervised learning
- information security
- negative selection algorithm
- one class support vector machines
- pattern recognition
- text classification
- feature space
- streaming data
- decision trees
- training set
- data mining
- intrusion prevention
- classification accuracy
- databases
- probabilistic model
- model selection
- support vector machine