A filter-augmented auto-encoder with learnable normalization for robust multivariate time series anomaly detection.
Jiahao YuXin GaoBaofeng LiFeng ZhaiJiansheng LuBing XueShiyuan FuChun XiaoPublished in: Neural Networks (2024)
Keyphrases
- anomaly detection
- multivariate time series
- intrusion detection
- anomalous behavior
- detecting anomalies
- network traffic
- network intrusion detection
- one class support vector machines
- bit rate
- data sets
- detect anomalies
- intrusion detection system
- temporal patterns
- temporal data
- categorical data
- learning algorithm
- association rules
- temporal information
- dimensionality reduction
- motion estimation
- face recognition
- image segmentation