An enhanced stream mining approach for network anomaly detection.
Abdelghani BellaachiaRajat BhattPublished in: Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security (2005)
Keyphrases
- stream mining
- network anomaly detection
- data streams
- anomaly detection
- network intrusion detection
- single pass
- data stream mining
- streaming data
- concept drift
- limited memory
- self organizing maps
- data mining methods
- stream data
- network traffic
- data sets
- change detection
- sliding window
- stream processing
- social networks
- neural network
- intrusion detection
- training set
- training data
- alert correlation
- databases