Position: Quo Vadis, Unsupervised Time Series Anomaly Detection?
M. Saquib SarfrazMei-Yen ChenLukas LayerKunyu PengMarios KoulakisPublished in: CoRR (2024)
Keyphrases
- anomaly detection
- unsupervised anomaly detection
- detect anomalies
- unsupervised learning
- novelty detection
- intrusion detection
- network traffic
- intrusion detection system
- detecting anomalies
- semi supervised
- anomalous behavior
- behavior analysis
- network intrusion detection
- network anomaly detection
- detecting anomalous
- supervised learning
- computer security
- network security
- one class support vector machines
- malware detection
- pairwise
- computer vision
- data sets
- high dimensional