Anomaly Detection for Multivariate Time Series Based on Contrastive Learning and Autoformer.
Xuwen ShangJue ZhangXingguo JiangHong LuoPublished in: CSCWD (2024)
Keyphrases
- anomaly detection
- multivariate time series
- connectionist systems
- unsupervised learning
- intrusion detection
- data sets
- learning algorithm
- reinforcement learning
- active learning
- network traffic
- network intrusion detection
- detecting anomalies
- intrusion detection system
- temporal data
- anomalous behavior
- one class support vector machines