A combination of CUSUM-EWMA for Anomaly Detection in time series data.
Vyron ChristodoulouYaxin BiPublished in: DSAA (2015)
Keyphrases
- anomaly detection
- cumulative sum
- weighted moving average
- intrusion detection
- anomalous behavior
- detecting anomalous
- control charts
- network intrusion detection
- network security
- network traffic
- detecting anomalies
- unsupervised anomaly detection
- behavior analysis
- network anomaly detection
- computer security
- intrusion detection system
- detect anomalies
- statistical process control
- one class support vector machines
- malware detection
- negative selection algorithm
- network intrusion
- decision trees
- active learning
- object recognition