Privacy Preserving Random Decision Tree Classification Over Horizontally and Vertically Partitioned Data.
Fatemeh KhodaparastMina SheikhalishahiHassan HaghighiFabio MartinelliPublished in: DASC/PiCom/DataCom/CyberSciTech (2018)
Keyphrases
- privacy preserving
- partitioned data
- privacy preserving classification
- decision trees
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- multi party
- support vector machine classification
- preserving privacy
- sensitive information
- private information
- record linkage
- machine learning
- data privacy
- scalar product
- differential privacy
- emerging patterns
- support vector
- classification rules
- naive bayesian classification
- privacy requirements
- privacy preserving association rule mining
- homomorphic encryption
- horizontally partitioned data
- data perturbation
- privacy guarantees
- sensitive data
- privacy concerns
- text classification
- classification accuracy
- feature selection