PrivInfer: Privacy-Preserving Inference for Black-box Large Language Model.
Meng TongKejiang ChenYuang QiJie ZhangWeiming ZhangNenghai YuPublished in: CoRR (2023)
Keyphrases
- privacy preserving
- black box
- language model
- language modeling
- black boxes
- n gram
- privacy preserving data mining
- probabilistic model
- document retrieval
- information retrieval
- vertically partitioned data
- privacy preservation
- query expansion
- test collection
- private information
- retrieval model
- data privacy
- privacy concerns
- mixture model
- test cases
- differential privacy
- bayesian networks
- privacy protection
- smoothing methods
- feature selection
- secure multiparty computation
- privacy sensitive
- query terms
- data sets
- ad hoc information retrieval