DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer.
Junyuan HongJiachen T. WangChenhui ZhangZhangheng LiBo LiZhangyang WangPublished in: ICLR (2024)
Keyphrases
- privacy preserving
- language model
- language modeling
- document retrieval
- information retrieval
- privacy preservation
- privacy preserving data mining
- n gram
- vertically partitioned data
- retrieval model
- query expansion
- test collection
- sensitive information
- probabilistic model
- mixture model
- smoothing methods
- private information
- privacy protection
- privacy concerns
- data privacy
- horizontally partitioned data
- machine learning
- translation model
- privacy sensitive
- sensitive data
- differential privacy
- data analysis
- secure multiparty computation
- ad hoc information retrieval
- social networks
- information retrieval systems