On the Privacy-Utility Tradeoff in Peer-Review Data Analysis.
Wenxin DingNihar B. ShahWeina WangPublished in: CoRR (2020)
Keyphrases
- data analysis
- differential privacy
- privacy requirements
- privacy preserving
- privacy preservation
- data anonymization
- personal information
- data collection
- private data
- private information
- privacy protection
- security issues
- high dimensional data
- utility function
- rough sets
- computational complexity
- statistical databases
- data processing
- data security
- machine learning
- data publishing
- personal data
- data mining
- anonymized data
- preserving privacy
- knowledge discovery
- data privacy
- neural network
- data visualization
- business intelligence
- quality assurance
- trade off
- expected utility
- privacy concerns
- disclosure risk
- security concerns
- information loss