Privacy-Preserving Language Model Inference with Instance Obfuscation.
Yixiang YaoFei WangSrivatsan RaviMuhao ChenPublished in: CoRR (2024)
Keyphrases
- privacy preserving
- language model
- data transformation
- language modeling
- privacy preserving data mining
- n gram
- document retrieval
- privacy preservation
- probabilistic model
- vertically partitioned data
- privacy protection
- query expansion
- data privacy
- retrieval model
- information retrieval
- private information
- sensitive information
- ad hoc information retrieval
- bayesian networks
- differential privacy
- test collection
- mixture model
- horizontally partitioned data
- privacy concerns
- smoothing methods
- sensitive data
- scalar product
- data publishing
- secure multiparty computation