EADetection: An efficient and accurate sequential behavior anomaly detection approach over data streams.
Li ChengYijie WangYong ZhouXingkong MaPublished in: Int. J. Distributed Sens. Networks (2018)
Keyphrases
- anomaly detection
- data streams
- behavior analysis
- streaming data
- intrusion detection
- high dimensional data streams
- anomalous behavior
- normal behavior
- detecting anomalies
- network intrusion detection
- computer security
- network anomaly detection
- data sets
- network traffic
- sliding window
- unsupervised learning
- detecting anomalous
- decision trees
- network security
- detect anomalies
- one class support vector machines
- network intrusion
- intrusion detection system
- negative selection algorithm
- connectionist systems
- training set
- cost sensitive
- cumulative sum