DTAAD: Dual Tcn-attention networks for anomaly detection in multivariate time series data.
Ling-rui YuQiu-hong LuYang XuePublished in: Knowl. Based Syst. (2024)
Keyphrases
- anomaly detection
- multivariate time series data
- intrusion detection
- detecting anomalies
- anomalous behavior
- multivariate time series
- network traffic
- network anomaly detection
- network intrusion detection
- intrusion detection system
- negative selection algorithm
- autoregressive
- network structure
- detect anomalies
- predicting future
- unsupervised learning
- one class support vector machines
- temporal data
- machine learning
- dimension reduction
- image sequences