Privacy-Preserving Data Sharing in High Dimensional Regression and Classification Settings.

Stephen E. Fienberg Jiashun Jin

Published in: J. Priv. Confidentiality (2012)

Keyphrases

privacy preserving
data sharing
data privacy
private data
homomorphic encryption
privacy protection
privacy preserving classification
high dimensional
sensitive data
differential privacy

privacy preservation
vertically partitioned data
privacy preserving data mining
data access
support vector
data integration
peer to peer
private information
distributed data
data providers

information sharing
sensitive information
feature space
decision trees
dimensionality reduction
personal data
feature selection
privacy concerns
database
secure multiparty computation

personal information
dimension reduction
low dimensional
data management
management system
knowledge discovery
relational databases
machine learning
data mining