Do deep neural networks contribute to multivariate time series anomaly detection?
Julien AudibertPietro MichiardiFrédéric GuyardSébastien MartiMaria A. ZuluagaPublished in: Pattern Recognit. (2022)
Keyphrases
- anomaly detection
- multivariate time series
- neural network
- connectionist systems
- intrusion detection
- network traffic
- detecting anomalies
- temporal data
- pattern recognition
- network intrusion detection
- categorical data
- anomalous behavior
- one class support vector machines
- detect anomalies
- intrusion detection system
- dimension reduction
- temporal patterns
- negative selection algorithm
- artificial neural networks
- unsupervised learning
- association rules
- activity recognition
- self organizing maps
- pairwise
- information extraction
- bayesian networks