Combining Filtering and Statistical Methods for Anomaly Detection.
Augustin SouleKavé SalamatianNina TaftPublished in: Internet Measurement Conference (2005)
Keyphrases
- anomaly detection
- statistical methods
- statistical analysis
- intrusion detection
- detecting anomalies
- anomalous behavior
- machine learning
- network traffic
- network intrusion detection
- data mining techniques
- unsupervised anomaly detection
- network anomaly detection
- intrusion detection system
- statistical models
- behavior analysis
- machine learning methods
- network security
- risk factors
- one class support vector machines
- statistical approaches
- detect anomalies
- unsupervised learning
- malware detection
- information retrieval
- detecting anomalous
- association rules
- cumulative sum
- negative selection algorithm
- data points
- data mining
- pairwise