Making Privacy-preserving Federated Graph Analytics with Strong Guarantees Practical (for Certain Queries).
Kunlong LiuTrinabh GuptaPublished in: CoRR (2024)
Keyphrases
- privacy preserving
- horizontally partitioned
- privacy preserving data mining
- data sources
- privacy preservation
- privacy guarantees
- differentially private
- private information
- vertically partitioned data
- privacy preserving data mining algorithms
- differential privacy
- sensitive information
- privacy protection
- query processing
- multi party
- record linkage
- database
- structured data
- privacy concerns
- sensitive data
- preserving privacy
- data management
- data privacy
- horizontally partitioned data
- privacy preserving classification
- privacy preserving association rule mining
- privacy sensitive
- private data
- privacy issues
- web search engines
- business intelligence
- data publishing
- privacy requirements
- data perturbation
- naive bayesian classification
- data integration
- data mining
- search logs
- scalar product
- partitioned data
- databases