LEAN-DMKDE: Quantum Latent Density Estimation for Anomaly Detection (Student Abstract).
Joseph A. Gallego-MejiaOscar A. Bustos-BrinezFabio A. GonzálezPublished in: AAAI (2023)
Keyphrases
- density estimation
- anomaly detection
- intrusion detection
- detecting anomalies
- mixture model
- anomalous behavior
- network traffic
- probability density function
- outlier detection
- network intrusion detection
- parzen window
- network anomaly detection
- unsupervised learning
- intrusion detection system
- one class support vector machines
- density estimates
- learning process
- gaussian mixture model
- expectation maximization
- latent variables
- negative selection algorithm
- density estimators
- detect anomalies
- em algorithm
- data streams
- maximum likelihood
- multi class
- probabilistic model
- pattern recognition
- decision trees
- feature selection
- computer vision
- machine learning