RS-Forest: A Rapid Density Estimator for Streaming Anomaly Detection.
Ke WuKun ZhangWei FanAndrea EdwardsPhilip S. YuPublished in: ICDM (2014)
Keyphrases
- anomaly detection
- density estimators
- data streams
- density estimation
- intrusion detection
- anomalous behavior
- network anomaly detection
- network intrusion detection
- detecting anomalies
- density function
- network traffic
- intrusion detection system
- detect anomalies
- decision boundary
- unsupervised learning
- reduced set
- one class support vector machines
- data distribution
- outlier detection
- computer vision
- data sets
- mixture model
- k means
- feature space