Effective Anomaly Detection with Scarce Training Data.
William K. RobertsonFederico MaggiChristopher KruegelGiovanni VignaPublished in: NDSS (2010)
Keyphrases
- anomaly detection
- training data
- intrusion detection
- intrusion detection system
- anomalous behavior
- detecting anomalies
- network anomaly detection
- network traffic
- unsupervised anomaly detection
- network intrusion detection
- data sets
- detecting anomalous
- detect anomalies
- one class support vector machines
- network security
- learning algorithm
- negative selection algorithm
- cumulative sum
- behavior analysis
- data assimilation
- training set
- neural network