Entropy Causal Graphs for Multivariate Time Series Anomaly Detection.
Falih Gozi FebrinantoKristen MooreChandra ThapaMujie LiuVidya SaikrishnaJiangang MaFeng XiaPublished in: CoRR (2023)
Keyphrases
- anomaly detection
- multivariate time series
- causal graph
- intrusion detection
- causal models
- planning problems
- state variables
- temporal data
- dimension reduction
- temporal patterns
- unsupervised learning
- detect anomalies
- categorical data
- intrusion detection system
- autoregressive
- spatial structure
- cluster analysis
- context aware
- state space
- decision trees