Don't Look at the Data! How Differential Privacy Reconfigures the Practices of Data Science.
Jayshree SarathySophia SongAudrey HaqueTania SchlatterSalil P. VadhanPublished in: CoRR (2023)
Keyphrases
- data sets
- differentially private
- private data
- data analysis
- data sources
- original data
- differential privacy
- data points
- big data
- data collection
- database
- data processing
- input data
- data mining techniques
- knowledge discovery
- training data
- business intelligence
- high dimensional data
- data quality
- information loss
- end users
- data mining
- data science