A reference based analysis framework for understanding anomaly detection techniques for symbolic sequences.
Varun ChandolaVarun MithalVipin KumarPublished in: Data Min. Knowl. Discov. (2014)
Keyphrases
- anomaly detection
- behavior analysis
- intrusion detection
- connectionist systems
- network intrusion detection
- detecting anomalies
- anomalous behavior
- cumulative sum
- pattern recognition
- evolutionary algorithm
- probabilistic model
- neural network
- network traffic
- negative selection algorithm
- sequential patterns
- data assimilation
- unsupervised anomaly detection
- network security
- maximum likelihood
- text classification
- computational intelligence
- data analysis
- support vector
- feature selection