Privacy-Preserving Inductive Learning with Decision Trees.
Stacey TruexLing LiuMehmet Emre GursoyLei YuPublished in: BigData Congress (2017)
Keyphrases
- inductive learning
- privacy preserving
- decision trees
- machine learning
- constructive induction
- classification trees
- induction algorithms
- inductive bias
- vertically partitioned data
- privacy preservation
- privacy preserving data mining
- lazy learning
- knowledge acquisition
- multi party
- data privacy
- domain theory
- naive bayes
- sensitive information
- scalar product
- inductive logic programming
- privacy protection
- privacy preserving classification
- secure multiparty computation
- sensitive data
- privacy issues
- privacy concerns
- horizontally partitioned data
- private information
- training data
- private data
- preserving privacy
- privacy sensitive
- data mining
- data sets
- data mining methods
- classification rules
- background knowledge
- data perturbation
- classification accuracy
- domain knowledge
- expert systems