Anomaly detection in large-scale data stream networks.
Duc-Son PhamSvetha VenkateshMihai M. LazarescuBudhaditya SahaPublished in: Data Min. Knowl. Discov. (2014)
Keyphrases
- anomaly detection
- data streams
- streaming data
- intrusion detection
- detecting anomalies
- network intrusion detection
- anomalous behavior
- high dimensional data streams
- computer security
- sliding window
- intrusion detection system
- unsupervised anomaly detection
- change detection
- detect anomalies
- network security
- negative selection algorithm
- behavior analysis
- network traffic
- detecting anomalous
- concept drift
- real world
- computer networks
- one class support vector machines
- network anomaly detection
- malware detection
- data analysis
- reinforcement learning
- decision trees
- cumulative sum
- computer vision
- social networks