A Bayesian Network Approach to Detecting Privacy Intrusion.
Xiangdong AnDawn N. JutlaNick CerconePublished in: IAT Workshops (2006)
Keyphrases
- bayesian networks
- intrusion detection
- privacy preserving
- personal information
- security issues
- network security
- intrusion detection system
- probabilistic reasoning
- private information
- graphical models
- personal data
- privacy protection
- inference in bayesian networks
- causal relationships
- privacy aware
- learning bayesian networks
- differential privacy
- bayesian network structure
- privacy preserving data mining
- decision trees
- structural learning
- structure learning
- conditional independence
- information loss
- probabilistic inference
- conditional probabilities
- automatic detection
- probability distribution
- probabilistic model
- sensitive information
- parameter learning
- anomaly detection
- computer systems