Utility Cost of Formal Privacy for Releasing National Employer-Employee Statistics.
Samuel HaneyAshwin MachanavajjhalaJohn M. AbowdMatthew GrahamMark KutzbachLars VilhuberPublished in: SIGMOD Conference (2017)
Keyphrases
- differential privacy
- differentially private
- private data
- privacy protection
- privacy requirements
- sensitive information
- privacy preserving
- statistical agencies
- data anonymization
- personal information
- disclosure risk
- high cost
- utility function
- united states
- expected cost
- confidential data
- privacy concerns
- cost sensitive
- data privacy
- data mining
- private information
- location privacy
- minimum cost
- communication cost
- e government
- information systems