Volume Under the Surface: A New Accuracy Evaluation Measure for Time-Series Anomaly Detection.
John PaparrizosPaul BoniolThemis PalpanasRuey TsayAaron J. ElmoreMichael J. FranklinPublished in: Proc. VLDB Endow. (2022)
Keyphrases
- anomaly detection
- evaluation measures
- detect anomalies
- intrusion detection
- precision and recall
- anomalous behavior
- detecting anomalies
- roc curve
- intrusion detection system
- classification accuracy
- network anomaly detection
- network traffic
- network intrusion detection
- one class support vector machines
- unsupervised learning
- negative selection algorithm
- retrieval systems
- metadata