Combining Transformer with a Discriminator for Anomaly Detection in Multivariate Time Series.
Chihiro MaruBoris BrandhermIchiro KobayashiPublished in: SCIS/ISIS (2022)
Keyphrases
- anomaly detection
- multivariate time series
- intrusion detection
- multivariate time series data
- detecting anomalies
- anomalous behavior
- network intrusion detection
- network traffic
- categorical data
- one class support vector machines
- intrusion detection system
- temporal patterns
- autoregressive
- temporal data
- dimension reduction
- unsupervised learning
- spatial structure
- data structure
- image processing
- negative selection algorithm
- data mining
- object recognition
- pattern recognition
- machine learning