Size-Consistent Statistics for Anomaly Detection in Dynamic Networks.
Timothy La FondJennifer NevilleBrian GallagherPublished in: CoRR (2016)
Keyphrases
- anomaly detection
- dynamic networks
- intrusion detection
- anomalous behavior
- detecting anomalies
- network intrusion detection
- network traffic
- network structure
- intrusion detection system
- negative selection algorithm
- unsupervised learning
- detect anomalies
- network anomaly detection
- dynamic behavior
- cumulative sum
- network analysis
- temporal evolution
- statistical methods
- one class support vector machines
- hidden markov models
- feature selection
- machine learning