Active-MTSAD: Multivariate Time Series Anomaly Detection With Active Learning.
Wenlu WangPengfei ChenYibin XuZilong HePublished in: DSN (2022)
Keyphrases
- anomaly detection
- multivariate time series
- active learning
- intrusion detection
- multivariate time series data
- detecting anomalies
- anomalous behavior
- dimension reduction
- network intrusion detection
- network traffic
- temporal data
- temporal patterns
- negative selection algorithm
- intrusion detection system
- detect anomalies
- categorical data
- spatial structure
- unsupervised learning
- semi supervised
- autoregressive
- one class support vector machines
- data mining