Effectively Using Public Data in Privacy Preserving Machine Learning.
Milad NasrSaeed MahloujifarXinyu TangPrateek MittalAmir HoumansadrPublished in: ICML (2023)
Keyphrases
- privacy preserving
- machine learning
- data privacy
- database
- data transformation
- sensitive information
- privacy sensitive
- vertically partitioned data
- private data
- data sets
- data analysis
- preserving privacy
- knowledge discovery
- privacy requirements
- sensitive data
- data sources
- privacy preservation
- data points
- privacy preserving data mining
- data publishing
- user privacy
- data quality
- data providers
- high dimensional
- differentially private
- personal data
- privacy issues
- differential privacy
- data mining techniques
- private information
- log data
- data mining applications
- original data
- raw data
- data mining algorithms
- data management
- data collection