Label-Free Multivariate Time Series Anomaly Detection.
Qihang ZhouShibo HeHaoyu LiuJiming ChenWenchao MengPublished in: CoRR (2023)
Keyphrases
- anomaly detection
- multivariate time series
- intrusion detection
- detecting anomalies
- multivariate time series data
- anomalous behavior
- temporal data
- network intrusion detection
- network traffic
- dimension reduction
- intrusion detection system
- autoregressive
- unsupervised learning
- categorical data
- detect anomalies
- one class support vector machines
- temporal patterns
- human motion
- neural network
- negative selection algorithm
- supervised learning
- object recognition
- pattern recognition