Using Partial Correlation for Effective Metric Selection and Anomaly Detection in Multi-tier System.
Otto Julio Ahlert PinnoSand Luz CorreaAldri Luiz dos SantosKleber Vieira CardosoPublished in: SBRC (2015)
Keyphrases
- anomaly detection
- multi tier
- intrusion detection
- network traffic
- detecting anomalies
- anomalous behavior
- intrusion detection system
- network intrusion detection
- network anomaly detection
- one class support vector machines
- database management
- network security
- detect anomalies
- databases
- supervised learning
- normal behavior
- hidden markov models
- active learning
- learning algorithm
- machine learning