Multivariate time series anomaly detection with adversarial transformer architecture in the Internet of Things.
Fanyu ZengMengdong ChenCheng QianYanyang WangYijun ZhouWenzhong TangPublished in: Future Gener. Comput. Syst. (2023)
Keyphrases
- anomaly detection
- multivariate time series
- intrusion detection
- anomalous behavior
- detecting anomalies
- network intrusion detection
- network traffic
- multivariate time series data
- intrusion detection system
- temporal data
- temporal patterns
- spatial structure
- dimension reduction
- one class support vector machines
- data sets
- detect anomalies
- unsupervised learning
- mobile devices