A Decision Tree Approach for Assessing and Mitigating Background and Identity Disclosure Risks.
Haifang YangMingzheng WangXiangpei HuXiaobai LiPublished in: ICIS (2019)
Keyphrases
- decision trees
- risk management
- decision tree induction
- logistic regression
- machine learning algorithms
- predictive accuracy
- attribute selection
- decision tree algorithm
- privacy protection
- neural network
- risk analysis
- statistical databases
- information gain
- data quality
- decision making
- privacy preserving data publishing
- disclosure risk
- identity management
- decision tree classifiers
- decision tree learning
- tree construction
- data sets
- data mining
- machine learning
- complex background
- training set
- risk factors
- privacy preserving
- information loss
- decision rules
- classification rules
- classification models