Anomaly Detection in Streams with Extreme Value Theory.
Alban SifferPierre-Alain FouqueAlexandre TermierChristine LargouëtPublished in: KDD (2017)
Keyphrases
- anomaly detection
- extreme value theory
- streaming data
- intrusion detection
- anomalous behavior
- detecting anomalies
- high dimensional data streams
- network intrusion detection
- detecting anomalous
- network traffic
- network security
- intrusion detection system
- computer security
- data streams
- detect anomalies
- negative selection algorithm
- behavior analysis
- cumulative sum
- unsupervised anomaly detection
- network anomaly detection
- one class support vector machines
- network intrusion
- unsupervised learning
- support vector
- machine learning
- object recognition
- decision trees