No Free Lunch Theorem for Privacy-Preserving LLM Inference.
Xiaojin ZhangYulin FeiYan KangWei ChenLixin FanHai JinQiang YangPublished in: CoRR (2024)
Keyphrases
- privacy preserving
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- private information
- preserving privacy
- privacy sensitive
- multi party
- horizontally partitioned data
- sensitive information
- privacy concerns
- privacy protection
- privacy requirements
- data perturbation
- data transformation
- scalar product
- record linkage
- personal data
- data privacy
- data publishing
- secure multiparty computation
- horizontally partitioned
- differential privacy
- private data
- privacy issues
- location privacy
- databases
- cloud computing
- dimensionality reduction
- privacy preserving association rule mining
- data mining