Entropy-Based Metrics for URREF Criteria to Assess Uncertainty in Bayesian Networks for Cyber Threat Detection.
Valentina DragosJürgen ZieglerJohan Pieter de VilliersAlta de WaalAnne-Laure JousselmeErik BlaschPublished in: FUSION (2019)
Keyphrases
- bayesian networks
- conditional probabilities
- evaluation criteria
- automatic detection
- cyber crime
- object detection
- detection algorithm
- uncertain data
- evaluation metrics
- detection accuracy
- uncertain knowledge
- false positives
- utility theory
- probabilistic model
- false alarms
- graphical models
- cyber physical
- complex domains
- detection method
- anomaly detection
- expert systems
- structure learning
- probability distribution
- selection criteria
- learning bayesian networks
- probabilistic knowledge
- detection rate
- neural network