Anomaly detection in streaming data: A comparison and evaluation study.
Félix Iglesias VázquezAlexander HartlTanja ZsebyArthur ZimekPublished in: Expert Syst. Appl. (2023)
Keyphrases
- anomaly detection
- streaming data
- intrusion detection
- data streams
- sliding window
- detecting anomalies
- network anomaly detection
- anomalous behavior
- network intrusion detection
- concept drift
- negative selection algorithm
- network traffic
- unsupervised learning
- network security
- non stationary
- multi dimensional
- pairwise
- detect anomalies
- similarity measure
- feature selection
- data sets