Deep Learning for Time Series Anomaly Detection: A Survey.
Zahra Zamanzadeh DarbanGeoffrey I. WebbShirui PanCharu C. AggarwalMahsa SalehiPublished in: CoRR (2022)
Keyphrases
- deep learning
- anomaly detection
- unsupervised learning
- detect anomalies
- intrusion detection
- unsupervised feature learning
- network intrusion detection
- network anomaly detection
- network traffic
- detecting anomalies
- mental models
- anomalous behavior
- machine learning
- intrusion detection system
- negative selection algorithm
- supervised learning
- one class support vector machines
- weakly supervised
- semi supervised
- hidden markov models
- learning strategies
- decision support
- text classification
- knowledge discovery
- pairwise
- feature selection
- neural network