Anomaly detection on arbitrarily distorted 2D patterns by computation of a virtual golden sample.
Matthias HaselmannDieter P. GruberPublished in: ICIP (2016)
Keyphrases
- anomaly detection
- intrusion detection
- anomalous behavior
- detecting anomalies
- detecting anomalous
- network traffic
- intrusion detection system
- network intrusion detection
- pattern mining
- network anomaly detection
- behavior analysis
- computer security
- one class support vector machines
- normal behavior
- unsupervised learning
- negative selection algorithm
- unsupervised anomaly detection
- frequent patterns
- connectionist systems
- malware detection
- data assimilation
- previously unknown
- cumulative sum
- neural network
- interesting patterns
- network security
- pattern discovery
- data mining techniques
- active learning
- high dimensional
- feature extraction