DAMP: accurate time series anomaly detection on trillions of datapoints and ultra-fast arriving data streams.
Yue LuRenjie WuAbdullah MueenMaria A. ZuluagaEamonn J. KeoghPublished in: Data Min. Knowl. Discov. (2023)
Keyphrases
- anomaly detection
- data streams
- streaming data
- detect anomalies
- intrusion detection
- sliding window
- anomalous behavior
- detecting anomalies
- network anomaly detection
- network intrusion detection
- high dimensional data streams
- unsupervised anomaly detection
- one class support vector machines
- network traffic
- concept drift
- behavior analysis
- computer security
- outlier detection
- detecting anomalous
- intrusion detection system
- unsupervised learning
- malware detection
- pattern recognition
- neural network
- activity recognition
- itemsets
- feature extraction