Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption.

Garam Lee Minsoo Kim Jai Hyun Park Seung-won Hwang Jung Hee Cheon

Published in: NAACL-HLT (2022)

Keyphrases

homomorphic encryption
privacy preserving
text classification
feature selection
privacy preserving data mining
privacy preservation

machine learning
data privacy
private information
sensitive data
dimensionality reduction
vertically partitioned data

knn
sensitive information
privacy concerns
multi party
data sharing
low dimensional

record linkage
privacy protection
secure multi party computation
high dimensional data
feature space