Comparative Evaluation of Anomaly Detection Techniques for Sequence Data.
Varun ChandolaVarun MithalVipin KumarPublished in: ICDM (2008)
Keyphrases
- sequence data
- comparative evaluation
- anomaly detection
- intrusion detection
- sequence classification
- detecting anomalies
- network intrusion detection
- anomalous behavior
- detecting anomalous
- network traffic
- profile hidden markov models
- unsupervised learning
- network anomaly detection
- one class support vector machines
- detect anomalies
- intrusion detection system
- negative selection algorithm
- genome sequences