One Class Classifier Neural Network for Anomaly Detection in Low Dimensional Feature Spaces.
Elia FavarelliEnrico TestiAndrea GiorgettiPublished in: ICSPCS (2019)
Keyphrases
- anomaly detection
- low dimensional
- neural network
- feature space
- high dimensional
- dimensionality reduction
- intrusion detection
- detecting anomalies
- input space
- network intrusion detection
- data points
- principal component analysis
- anomalous behavior
- network traffic
- artificial neural networks
- unsupervised anomaly detection
- intrusion detection system
- pattern recognition
- one class support vector machines
- behavior analysis
- genetic algorithm
- network anomaly detection
- detecting anomalous
- unsupervised learning
- computer security
- data sets
- negative selection algorithm
- detect anomalies
- computer vision
- feature extraction
- decision trees
- kernel matrix
- network security
- self organizing maps