Assessing the impact of the edge-weighting function in a graph-based approach to anomaly detection.
James A. AlbanoAmanda K. ZiemannDavid W. MessingerPublished in: WHISPERS (2013)
Keyphrases
- anomaly detection
- weighted graph
- intrusion detection
- network traffic
- detecting anomalies
- intrusion detection system
- anomalous behavior
- network intrusion detection
- computer security
- unsupervised anomaly detection
- network anomaly detection
- detect anomalies
- network security
- behavior analysis
- detecting anomalous
- one class support vector machines
- negative selection algorithm
- cumulative sum
- malware detection
- data sets
- unsupervised learning
- image processing
- learning algorithm
- genetic algorithm