A Practical Approach to Navigating the Tradeoff Between Privacy and Precise Utility.
Chandra SharmaBishwas MandalGeorge T. AmariucaiPublished in: ICC (2021)
Keyphrases
- differential privacy
- privacy requirements
- privacy preserving
- personal information
- data anonymization
- private data
- trade off
- privacy protection
- private information
- privacy preservation
- privacy preserving data mining
- anonymized data
- sensitive information
- privacy aware
- data publishing
- disclosure risk
- privacy concerns
- information loss
- individual privacy
- computational complexity
- data security
- neural network
- legal issues
- data sets
- privacy enhancing
- preserving privacy
- real time
- security concerns
- location privacy
- data privacy
- expected utility
- sensitive data
- case study
- decision making