Privacy-Preserving Prompt Tuning for Large Language Model Services.
Yansong LiZhixing TanYang LiuPublished in: CoRR (2023)
Keyphrases
- privacy preserving
- language model
- language modeling
- user privacy
- personal data
- n gram
- privacy preserving data mining
- document retrieval
- privacy preservation
- vertically partitioned data
- information retrieval
- retrieval model
- probabilistic model
- multi party
- service providers
- mixture model
- privacy sensitive
- sensitive information
- horizontally partitioned data
- data privacy
- privacy concerns
- query terms
- test collection
- query expansion
- ad hoc information retrieval
- sensitive data
- private information
- translation model
- smoothing methods
- privacy protection
- scalar product
- machine learning
- secure multiparty computation