Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption.
Garam LeeMinsoo KimJai Hyun ParkSeung-won HwangJung Hee CheonPublished in: CoRR (2022)
Keyphrases
- homomorphic encryption
- privacy preserving
- text classification
- privacy preserving data mining
- privacy preservation
- feature selection
- vertically partitioned data
- sensitive data
- record linkage
- multi party
- machine learning
- data privacy
- private information
- low dimensional
- differential privacy
- sensitive information
- data sharing
- knn
- database systems
- scalar product
- privacy protection
- privacy concerns
- dimensionality reduction
- high dimensional data
- knowledge discovery
- digital libraries