One-Class Classification for Anomaly Detection with Kernel Density Estimation and Genetic Programming.
Van Loi CaoMiguel NicolauJames McDermottPublished in: EuroGP (2016)
Keyphrases
- anomaly detection
- kernel density estimation
- genetic programming
- novelty detection
- density estimation
- intrusion detection
- mean shift
- probability density function
- anomalous behavior
- network intrusion detection
- detecting anomalies
- evolutionary algorithm
- density function
- probability density
- network traffic
- intrusion detection system
- one class support vector machines
- object segmentation
- genetic algorithm
- higher dimensional
- detect anomalies
- neural network
- negative selection algorithm
- outlier detection
- unsupervised learning
- low dimensional
- training data
- data sets