Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption.
Garam LeeMinsoo KimJai Hyun ParkSeung-won HwangJung Hee CheonPublished 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