Differentially Private Language Models for Secure Data Sharing.
Justus MatternZhijing JinBenjamin WeggenmannBernhard SchölkopfMrinmaya SachanPublished in: EMNLP (2022)
Keyphrases
- data sharing
- language model
- differentially private
- differential privacy
- sensitive data
- homomorphic encryption
- language modeling
- encryption scheme
- data access
- distributed data
- data privacy
- data integration
- private data
- peer to peer
- probabilistic model
- document retrieval
- information sharing
- information retrieval
- retrieval model
- test collection
- query expansion
- privacy preservation
- privacy protection
- query terms
- databases
- database applications
- association rules
- digital libraries
- machine learning