Privacy-Preserving Utility Verification of the Data Published by Non-Interactive Differentially Private Mechanisms.
Jingyu HuaAn TangYixin FangZhenyu ShenSheng ZhongPublished in: IEEE Trans. Inf. Forensics Secur. (2016)
Keyphrases
- differentially private
- privacy preserving
- differential privacy
- privacy requirements
- private data
- data privacy
- privacy guarantees
- data sets
- private information
- privacy preserving data mining
- privacy concerns
- sensitive data
- data points
- data sources
- data analysis
- original data
- vertically partitioned data
- preserving privacy
- privacy preservation
- horizontally partitioned
- sensitive information
- raw data
- data collection
- data mining techniques
- database
- personal information
- privacy issues
- data distribution
- privacy sensitive
- horizontally partitioned data
- log data
- data quality
- knowledge discovery
- database systems
- databases