TimeSeAD: Benchmarking Deep Multivariate Time-Series Anomaly Detection.
Dennis WagnerTobias MichelsFlorian C. F. SchulzArjun NairMaja RudolphMarius KloftPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- anomaly detection
- multivariate time series
- intrusion detection
- multivariate time series data
- detecting anomalies
- temporal data
- anomalous behavior
- network intrusion detection
- detect anomalies
- categorical data
- dimension reduction
- network traffic
- temporal patterns
- one class support vector machines
- intrusion detection system
- unsupervised learning
- spatial structure
- negative selection algorithm
- autoregressive
- computer vision
- active learning
- pairwise
- association rules
- image segmentation