Sequential Anomaly Detection Using Nonparametric Density Estimators.
Mine KerpicciSuleyman Serdar KozatHuseyin OzkanPublished in: SIU (2019)
Keyphrases
- anomaly detection
- density estimators
- density estimation
- data streams
- density function
- intrusion detection
- parzen window
- decision boundary
- network intrusion detection
- anomalous behavior
- mixture model
- network traffic
- detecting anomalies
- probability density
- probability density function
- intrusion detection system
- density estimates
- network anomaly detection
- data reduction
- kernel density estimation
- outlier detection
- gaussian mixture model
- pairwise
- data mining
- negative selection algorithm
- one class support vector machines
- pattern classification
- unsupervised learning
- em algorithm
- information retrieval