Calibrating Data to Sensitivity in Private Data Analysis.
Davide ProserpioSharon GoldbergFrank McSherryPublished in: Proc. VLDB Endow. (2014)
Keyphrases
- data analysis
- data collection
- data sets
- data processing
- training data
- sensor data
- small number
- databases
- data points
- data reduction
- synthetic data
- data visualization
- machine learning
- big data
- data mining applications
- missing data
- database
- input data
- image data
- prior knowledge
- exploratory analysis
- high sensitivity
- complex data
- data exploration
- data analysis tasks
- data objects
- raw data
- attribute values
- high dimensional data
- statistical analysis
- knowledge discovery
- data sources
- high dimensional
- data structure
- high quality