Improving Robustness on Seasonality-Heavy Multivariate Time Series Anomaly Detection.
Farzaneh KhoshnevisanZhewen FanVitor R. CarvalhoPublished in: CoRR (2020)
Keyphrases
- anomaly detection
- multivariate time series
- intrusion detection
- detecting anomalies
- multivariate time series data
- anomalous behavior
- network intrusion detection
- temporal patterns
- temporal data
- detect anomalies
- network traffic
- dimension reduction
- data sets
- categorical data
- one class support vector machines
- negative selection algorithm
- autoregressive
- intrusion detection system
- unsupervised learning
- training data
- spatial structure
- computer vision