Privacy-Preserving Decision Tree Training and Prediction against Malicious Server.
Adi AkaviaMax LeibovichYehezkel S. ResheffRoey RonMoni ShaharMargarita ValdPublished in: IACR Cryptol. ePrint Arch. (2019)
Keyphrases
- privacy preserving
- decision trees
- privacy preserving classification
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- multi party
- private information
- data privacy
- training set
- privacy concerns
- preserving privacy
- private information retrieval
- secure multiparty computation
- data perturbation
- sensitive information
- partitioned data
- privacy preserving association rule mining
- horizontally partitioned data
- private data
- differential privacy
- database
- personal data
- privacy issues
- scalar product
- record linkage
- naive bayes
- naive bayesian classification
- privacy sensitive
- data publishing
- homomorphic encryption
- sensitive data
- horizontally partitioned
- machine learning
- data sets