A Game-Theoretic Approach to Privacy-Utility Tradeoff in Sharing Genomic Summary Statistics.
Tao ZhangRajagopal VenkatesaramaniRajat K. DeBradley A. MalinYevgeniy VorobeychikPublished in: CoRR (2024)
Keyphrases
- summary statistics
- differential privacy
- privacy requirements
- data sharing
- privacy preserving
- data sets
- private information
- data anonymization
- high throughput
- personal information
- sequence data
- data security
- anonymized data
- information sharing
- privacy preservation
- knowledge sharing
- sensitive information
- genomic data
- privacy protection
- computational complexity
- database
- data publishing
- data privacy
- privacy preserving data mining
- privacy concerns
- human genome
- privacy issues
- access control
- statistical databases
- disclosure risk
- decision trees
- data mining
- range queries
- utility function