A Practical Approach to Navigating the Tradeoff Between Privacy and Precise Utility.
Chandra SharmaGeorge T. AmariucaiPublished in: CoRR (2020)
Keyphrases
- differential privacy
- privacy requirements
- privacy preserving
- privacy preserving data mining
- data anonymization
- data security
- privacy preservation
- utility function
- anonymized data
- private information
- private data
- personal information
- privacy protection
- trade off
- data sharing
- data sets
- preserving privacy
- computational complexity
- sensitive attributes
- data publishing
- information sharing
- database
- security issues
- privacy issues
- privacy policies
- data privacy
- legal issues
- statistical databases
- information loss