Not one but many Tradeoffs: Privacy Vs. Utility in Differentially Private Machine Learning.
Benjamin Zi Hao ZhaoMohamed Ali KâafarNicolas KourtellisPublished in: CCSW@CCS (2020)
Keyphrases
- differential privacy
- differentially private
- machine learning
- privacy preserving
- private data
- privacy guarantees
- privacy preservation
- data privacy
- data mining
- data sharing
- privacy preserving data mining
- personal information
- feature selection
- data sets
- information extraction
- knowledge discovery
- data analysis
- databases