The Good, The Bad, and The Average: Benchmarking of Reconstruction Based Multivariate Time Series Anomaly Detection.
Arn BaudzusBin LiAdnane JadidEmmanuel MüllerPublished in: ECML/PKDD (7) (2023)
Keyphrases
- anomaly detection
- multivariate time series
- intrusion detection
- multivariate time series data
- network traffic
- network intrusion detection
- anomalous behavior
- detecting anomalies
- intrusion detection system
- dimension reduction
- temporal data
- categorical data
- autoregressive
- negative selection algorithm
- temporal patterns
- unsupervised learning
- detect anomalies
- one class support vector machines
- feature selection
- spatial structure
- data points
- probabilistic model
- image sequences