Privacy-Preserving Feature Selection with Secure Multiparty Computation.

Xiling Li Rafael Dowsley Martine De Cock

Published in: ICML (2021)

Keyphrases

secure multiparty computation
privacy preserving
feature selection
privacy preserving data mining
vertically partitioned data
privacy preservation
multi party

sensitive data
privacy protection
feature extraction
private information
sensitive information
high dimensionality
data privacy

preserving privacy
privacy issues
privacy guarantees
privacy concerns
horizontally partitioned data
data perturbation
knn

scalar product
feature space
privacy preserving data mining algorithms
dimensionality reduction
privacy sensitive
data distribution