PPDDS: A Privacy-Preserving Disease Diagnosis Scheme Based on the Secure Mahalanobis Distance Evaluation Model.

Mingwu Zhang Yimeng Zhang Gang Shen

Published in: IEEE Syst. J. (2022)

Keyphrases

privacy preserving
evaluation model
mahalanobis distance
horizontally partitioned data
disease diagnosis
vertically partitioned data
scalar product
secure multiparty computation

multi party
sensitive data
privacy preserving data mining
evaluation method
noise model
homomorphic encryption
covariance matrix
euclidean distance

data privacy
private information
metric learning
user privacy
sensitive information
privacy protection
bp neural network

differential privacy
distance metric
medical images
comparative analysis
data distribution
low dimensional
distance measure