Making Privacy-preserving Federated Graph Analytics Practical (for Certain Queries).
Kunlong LiuTrinabh GuptaPublished in: SACMAT (2024)
Keyphrases
- privacy preserving
- horizontally partitioned
- privacy preserving data mining
- data sources
- privacy preservation
- privacy preserving data mining algorithms
- vertically partitioned data
- differentially private
- query processing
- record linkage
- data privacy
- multi party
- privacy protection
- structured data
- private data
- private information
- privacy concerns
- privacy sensitive
- horizontally partitioned data
- sensitive information
- privacy preserving association rule mining
- business intelligence
- data management
- differential privacy
- data publishing
- preserving privacy
- data mining
- partitioned data
- user queries
- privacy issues
- web search engines
- query logs
- privacy requirements
- privacy guarantees
- data perturbation
- database systems
- database
- medical images
- data model
- data sharing