DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer.
Junyuan HongJiachen T. WangChenhui ZhangZhangheng LiBo LiZhangyang WangPublished in: CoRR (2023)
Keyphrases
- language model
- privacy preserving
- language modeling
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- query expansion
- n gram
- information retrieval
- document retrieval
- retrieval model
- probabilistic model
- test collection
- private information
- sensitive information
- secure multiparty computation
- data privacy
- horizontally partitioned data
- query terms
- privacy protection
- sensitive data
- privacy sensitive
- translation model
- ad hoc information retrieval
- privacy concerns
- association rules
- feature selection
- smoothing methods
- machine learning
- probability density function
- mixture model