MEMTO: Memory-guided Transformer for Multivariate Time Series Anomaly Detection.
Junho SongKeonwoo KimJeonglyul OhSungzoon ChoPublished in: NeurIPS (2023)
Keyphrases
- anomaly detection
- multivariate time series
- intrusion detection
- multivariate time series data
- anomalous behavior
- detecting anomalies
- network intrusion detection
- intrusion detection system
- temporal patterns
- dimension reduction
- unsupervised learning
- network traffic
- categorical data
- one class support vector machines
- autoregressive
- temporal data
- detect anomalies
- neural network
- spatial structure
- computer vision
- clustering algorithm
- bayesian networks
- normal behavior
- active learning
- support vector machine
- maximum entropy