SecFormer: Fast and Accurate Privacy-Preserving Inference for Transformer Models via SMPC.
Jinglong LuoYehong ZhangZhuo ZhangJiaqi ZhangXin MuHui WangYue YuZenglin XuPublished in: ACL (Findings) (2024)
Keyphrases
- privacy preserving
- privacy preserving data mining
- privacy preservation
- private data
- multi party
- vertically partitioned data
- sensitive information
- privacy concerns
- data transformation
- sensitive data
- record linkage
- privacy preserving association rule mining
- data privacy
- differential privacy
- privacy issues
- random projections
- private information
- data collection
- scalar product
- data mining