Anomaly Detection with Score functions based on Nearest Neighbor Graphs.
Manqi ZhaoVenkatesh SaligramaPublished in: NIPS (2009)
Keyphrases
- anomaly detection
- nearest neighbor
- intrusion detection
- anomalous behavior
- network traffic
- detecting anomalies
- network intrusion detection
- high dimensional
- intrusion detection system
- behavior analysis
- unsupervised anomaly detection
- one class support vector machines
- knn
- unsupervised learning
- network anomaly detection
- computer security
- negative selection algorithm
- network security
- data points
- malware detection
- detect anomalies
- data sets
- maximum entropy
- training set
- detecting anomalous
- support vector