Community Feature Selection for Anomaly Detection in Attributed Graphs.
Mario Alfonso Prado-RomeroAndrés Gago AlonsoPublished in: CIARP (2016)
Keyphrases
- anomaly detection
- attributed graphs
- feature selection
- intrusion detection
- detecting anomalies
- unsupervised learning
- sparse pca
- graph matching
- network intrusion detection
- network traffic
- anomalous behavior
- intrusion detection system
- network anomaly detection
- feature extraction
- negative selection algorithm
- text classification
- machine learning
- one class support vector machines
- dimensionality reduction
- probabilistic model
- community structure
- graph clustering
- feature space