Privacy Preserving Decision Tree Learning Using Unrealized Data Sets.
Pui Kuen FongJens H. Weber-JahnkePublished in: IEEE Trans. Knowl. Data Eng. (2012)
Keyphrases
- privacy preserving
- decision tree learning
- data sets
- decision trees
- privacy preserving data mining
- attribute values
- constructive induction
- privacy preservation
- vertically partitioned data
- ensemble methods
- data privacy
- privacy issues
- multi party
- sensitive information
- meta learning
- privacy concerns
- decision tree induction
- training data
- privacy preserving association rule mining
- horizontally partitioned data
- differential privacy
- privacy protection
- sensitive data
- secure multiparty computation
- record linkage
- private information
- private data
- information gain
- high dimensional data
- privacy sensitive
- training set
- original data
- scalar product
- domain knowledge