Local-Adaptive Transformer for Multivariate Time Series Anomaly Detection and Diagnosis.
Xiaohui ZhouYijie WangHongzuo XuMingyu LiuRuyi ZhangPublished in: SMC (2023)
Keyphrases
- anomaly detection
- multivariate time series
- intrusion detection
- detecting anomalies
- network intrusion detection
- anomalous behavior
- multivariate time series data
- network traffic
- one class support vector machines
- detect anomalies
- temporal data
- categorical data
- intrusion detection system
- autoregressive
- negative selection algorithm
- temporal patterns
- training data
- data sets
- unsupervised learning
- association rules
- reinforcement learning
- learning algorithm