Privacy-Preserving Decision Trees Training and Prediction.
Adi AkaviaMax LeibovichYehezkel S. ResheffRoey RonMoni ShaharMargarita ValdPublished in: ECML/PKDD (1) (2020)
Keyphrases
- privacy preserving
- decision trees
- privacy preserving data mining
- privacy preservation
- multi party
- vertically partitioned data
- training set
- sensitive information
- horizontally partitioned data
- privacy protection
- private information
- sensitive data
- privacy concerns
- horizontally partitioned
- private data
- preserving privacy
- data mining methods
- privacy sensitive
- data privacy
- secure multiparty computation
- privacy preserving classification
- machine learning
- privacy preserving association rule mining
- training data
- differential privacy
- personal data
- privacy requirements
- data perturbation
- privacy issues
- scalar product
- high dimensional
- partitioned data
- naive bayesian classification
- knowledge discovery
- record linkage
- naive bayes