Maximal Information Leakage based Privacy Preserving Data Disclosure Mechanisms.
Tianrui XiaoAshish KhistiPublished in: CoRR (2019)
Keyphrases
- privacy preserving
- privacy concerns
- private information
- sensitive information
- private data
- data sets
- privacy issues
- sensitive data
- preserving privacy
- privacy guarantees
- data publishing
- original data
- privacy protection
- data privacy
- data quality
- raw data
- data distribution
- vertically partitioned data
- privacy sensitive
- data analysis
- personal information
- data collection
- horizontally partitioned
- data points
- horizontally partitioned data
- log data
- data mining applications
- personal data
- privacy preservation
- data mining algorithms
- high dimensional data
- data mining techniques
- information leakage
- data sources
- high dimensional