Counterfactual Root Cause Analysis via Anomaly Detection and Causal Graphs.
Josephine RehakAnouk SommerMaximilian BeckerJulius PfrommerJürgen BeyererPublished in: INDIN (2023)
Keyphrases
- anomaly detection
- root cause analysis
- causal graph
- intrusion detection
- decision support
- root cause
- planning problems
- causal models
- network intrusion detection
- detecting anomalies
- anomalous behavior
- network traffic
- state variables
- intrusion detection system
- multi valued
- negative selection algorithm
- normal behavior
- one class support vector machines
- cumulative sum
- network anomaly detection
- plan generation
- decision support system
- state space
- detect anomalies
- directed acyclic graph
- domain independent
- text classification
- data sets