Anomaly Detection with Variance Stabilized Density Estimation.
Amit RoznerBarak BattashHenry LiLior WolfOfir LindenbaumPublished in: CoRR (2023)
Keyphrases
- density estimation
- anomaly detection
- mixture model
- intrusion detection
- anomalous behavior
- detecting anomalies
- network intrusion detection
- outlier detection
- probability density function
- network anomaly detection
- probability density
- network traffic
- intrusion detection system
- gaussian mixture model
- em algorithm
- one class support vector machines
- unsupervised learning
- expectation maximization
- density estimators
- parzen window
- negative selection algorithm
- maximum likelihood
- probabilistic model
- density estimates
- knowledge discovery
- feature vectors
- learning algorithm
- data sets