Nonlinear Causal Link Estimation Under Hidden Confounding with an Application to Time Series Anomaly Detection.
Violeta Teodora TrifunovMaha ShadaydehJakob RungeVeronika EyringMarkus ReichsteinJoachim DenzlerPublished in: GCPR (2019)
Keyphrases
- anomaly detection
- detect anomalies
- granger causality
- intrusion detection
- anomalous behavior
- network intrusion detection
- network traffic
- intrusion detection system
- multivariate time series
- computer security
- detecting anomalies
- detecting anomalous
- network anomaly detection
- behavior analysis
- unsupervised anomaly detection
- network intrusion
- neural network
- network security
- unsupervised learning
- malware detection
- causal relationships
- bayesian networks
- pattern recognition