On privacy-utility tradeoffs for constrained data release mechanisms.
Yuksel Ozan BasciftciYe WangPrakash IshwarPublished in: ITA (2016)
Keyphrases
- data sets
- image data
- data sources
- raw data
- data collection
- privacy requirements
- original data
- data processing
- database systems
- data mining techniques
- data structure
- training data
- high quality
- data distribution
- spatial data
- differentially private
- private data
- sensitive information
- data quality
- utility function
- prior knowledge
- missing data
- statistical analysis
- computer systems
- relational databases
- input data
- semi supervised
- xml documents