The Importance of Features for Statistical Anomaly Detection.
David GoldbergYinan ShanPublished in: HotCloud (2015)
Keyphrases
- anomaly detection
- intrusion detection
- detecting anomalies
- network intrusion detection
- unsupervised anomaly detection
- network anomaly detection
- intrusion detection system
- anomalous behavior
- network traffic
- feature vectors
- feature space
- behavior analysis
- computer security
- face recognition
- connectionist systems
- high dimensional
- negative selection algorithm
- unsupervised learning
- co occurrence
- malware detection
- machine learning
- bayesian networks
- one class support vector machines
- feature extraction
- supervised learning