A Member Inference Attack Defense Method Based on Differential Privacy and Data Enhancement.

Gaoxiang Cui Lina Ge Yiteng Zhao Teng Fang

Published in: ICAI (2) (2023)

Keyphrases

input data
data analysis
original data
information loss
data sets
knowledge discovery

differentially private
private data
raw data
data points
data quality
distributed data

data sources
data mining techniques
data collection
data objects
sensitive information

privacy preserving
data privacy
high dimensional data
privacy guarantees
anonymized data