Privacy-Preserving Decision Trees Training and Prediction.
Adi AkaviaMax LeibovichYehezkel S. ResheffRoey RonMoni ShaharMargarita ValdPublished in: ACM Trans. Priv. Secur. (2022)
Keyphrases
- privacy preserving
- decision trees
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- data privacy
- scalar product
- privacy concerns
- machine learning
- privacy preserving classification
- multi party
- training set
- privacy sensitive
- record linkage
- private information
- private data
- sensitive data
- secure multiparty computation
- homomorphic encryption
- preserving privacy
- data publishing
- differential privacy
- data perturbation
- sensitive information
- privacy preserving association rule mining
- privacy requirements
- personal data
- training data
- naive bayesian classification
- privacy protection
- privacy issues
- smart card
- data sets
- horizontally partitioned
- horizontally partitioned data