THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption.
Tianyu ChenHangbo BaoShaohan HuangLi DongBinxing JiaoDaxin JiangHaoyi ZhouJianxin LiFuru WeiPublished in: ACL (Findings) (2022)
Keyphrases
- privacy preserving
- homomorphic encryption
- privacy preserving data mining
- privacy preservation
- data sharing
- data privacy
- multi party
- privacy concerns
- vertically partitioned data
- sensitive information
- private information
- privacy protection
- sensitive data
- secure multi party computation
- data sets
- information sharing
- peer to peer
- e government
- data model
- scalar product
- high dimensional