Online and adaptive anomaly Detection: detecting intrusions in unlabelled audit data streams.
Wei WangThomas GuyetRene QuiniouMarie-Odile CordierFlorent MassegliaPublished in: EGC (2009)
Keyphrases
- anomaly detection
- intrusion detection
- high dimensional data streams
- detecting anomalies
- data streams
- detecting anomalous
- streaming data
- intrusion detection system
- misuse detection
- network traffic
- detect anomalies
- network security
- anomalous behavior
- network intrusion detection
- unsupervised anomaly detection
- data sets
- computer security
- one class support vector machines
- network anomaly detection
- behavior analysis
- information security
- sliding window
- negative selection algorithm
- normal behavior
- concept drift
- computer networks
- data processing
- feature extraction
- cumulative sum
- data mining