A Robust Anomaly Detection Technique Using Combined Statistical Methods.
Joseph NdongKavé SalamatianPublished in: CNSR (2011)
Keyphrases
- anomaly detection
- statistical methods
- statistical analysis
- intrusion detection
- network intrusion detection
- detecting anomalies
- network traffic
- anomalous behavior
- behavior analysis
- machine learning methods
- unsupervised anomaly detection
- statistical approaches
- intrusion detection system
- machine learning
- one class support vector machines
- statistical tests
- statistical models
- network security
- data mining techniques
- detecting anomalous
- network anomaly detection
- unsupervised learning
- detect anomalies
- network intrusion
- data sets
- hidden markov models
- training data
- cumulative sum