Privacy-Preserving Biomedical Database Queries with Optimal Privacy-Utility Trade-Offs.
Hyunghoon ChoSean SimmonsRyan KimBonnie BergerPublished in: RECOMB (2020)
Keyphrases
- privacy preserving
- database queries
- privacy requirements
- differential privacy
- privacy preserving data mining
- privacy preservation
- private information
- vertically partitioned data
- privacy concerns
- data anonymization
- privacy protection
- data privacy
- private data
- privacy guarantees
- preserving privacy
- databases
- personal data
- secure multiparty computation
- privacy sensitive
- privacy issues
- differentially private
- data publishing
- sensitive information
- multi party
- sensitive data
- record linkage
- database
- scalar product
- user privacy
- horizontally partitioned data
- homomorphic encryption
- privacy preserving data mining algorithms
- privacy preserving classification
- data perturbation
- data security
- data transformation
- anonymized data
- privacy preserving data publishing
- privacy policies
- horizontally partitioned
- naive bayesian classification
- privacy preserving association rule mining
- location privacy