Scalability of Privacy-Preserving Linear Regression in Epidemiological Studies.
Hiroaki KikuchiHideki HashimotoHideo YasunagaTakamichi SaitoPublished in: AINA (2015)
Keyphrases
- privacy preserving
- linear regression
- least squares
- privacy preservation
- privacy preserving data mining
- vertically partitioned data
- privacy sensitive
- regression methods
- private information
- data privacy
- sensitive information
- multi party
- nonlinear regression
- privacy preserving classification
- privacy issues
- secure multiparty computation
- private data
- privacy protection
- scalar product
- privacy concerns
- privacy preserving association rule mining
- privacy guarantees
- preserving privacy
- data perturbation
- horizontally partitioned data
- knn
- data publishing
- differential privacy
- privacy requirements
- record linkage
- sensitive data
- naive bayesian classification