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