BTAD: A binary transformer deep neural network model for anomaly detection in multivariate time series data.
Mingrui MaLansheng HanChunjie ZhouPublished in: Adv. Eng. Informatics (2023)
Keyphrases
- anomaly detection
- neural network model
- multivariate time series data
- multivariate time series
- neural network
- intrusion detection
- artificial neural networks
- detecting anomalies
- anomalous behavior
- network intrusion detection
- network traffic
- stochastic processes
- unsupervised learning
- predicting future
- one class support vector machines
- detect anomalies
- temporal data
- subspace clustering
- intrusion detection system
- pattern recognition
- genetic algorithm
- model selection
- network anomaly detection
- computer vision
- data mining