Anomaly Detection on Collective Moving Patterns: Manifold Learning Based Analysis of Traffic Streams.
Su YangWenbin ZhouPublished in: SocialCom/PASSAT (2011)
Keyphrases
- anomaly detection
- manifold learning
- network traffic
- intrusion detection
- behavior analysis
- anomalous behavior
- low dimensional
- cumulative sum
- network intrusion detection
- intrusion detection system
- subspace learning
- data analysis
- detecting anomalies
- dimensionality reduction
- high dimensional
- dimension reduction
- unsupervised learning
- semi supervised
- moving objects
- feature space
- data streams
- detect anomalies
- feature extraction
- decision trees