Multivariate Time-Series Anomaly Detection in IoT Using Attention-Based Gated Recurrent Unit.
Yifeng TanGuobing LiYuxuan ChenGuomei ZhangPublished in: WCSP (2022)
Keyphrases
- anomaly detection
- multivariate time series
- intrusion detection
- multivariate time series data
- anomalous behavior
- detecting anomalies
- network intrusion detection
- temporal data
- network traffic
- dimension reduction
- intrusion detection system
- unsupervised learning
- temporal patterns
- categorical data
- one class support vector machines
- autoregressive
- detect anomalies
- negative selection algorithm
- data sets
- spatial structure
- support vector machine
- training data