Privacy-Preserving Correlated Data Publication: Privacy Analysis and Optimal Noise Design.
Mingjing SunChengcheng ZhaoJianping HePeng ChengDaniel E. QuevedoPublished in: IEEE Trans. Netw. Sci. Eng. (2021)
Keyphrases
- privacy preserving
- data privacy
- sensitive information
- private data
- privacy requirements
- privacy sensitive
- preserving privacy
- privacy issues
- personal data
- vertically partitioned data
- differential privacy
- data analysis
- privacy guarantees
- privacy concerns
- private information
- sensitive data
- data transformation
- differentially private
- privacy protection
- data sets
- record linkage
- privacy preserving data mining
- data quality
- privacy preservation
- data publishing
- data providers
- raw data
- horizontally partitioned data
- original data
- data collection
- data anonymization
- user privacy
- data mining techniques
- anonymized data
- horizontally partitioned
- third party
- data integration
- personal information
- cloud computing
- data sources
- data mining methods
- privacy preserving association rule mining