A Two-Layered Anomaly Detection Technique Based on Multi-modal Flow Behavior Models.
Marc Ph. StoecklinJean-Yves Le BoudecAndreas KindPublished in: PAM (2008)
Keyphrases
- multi modal
- anomaly detection
- behavior analysis
- intrusion detection
- multi modality
- intrusion detection system
- detecting anomalies
- network intrusion detection
- anomalous behavior
- one class support vector machines
- data assimilation
- network traffic
- network security
- decision trees
- cross modal
- data mining
- unsupervised anomaly detection
- normal behavior
- detect anomalies
- probabilistic model
- high dimensional
- detecting anomalous
- object recognition
- cumulative sum
- machine learning