How to DP-fy ML: A Practical Guide to Machine Learning with Differential Privacy.
Natalia PonomarevaHussein HazimehAlex KurakinZheng XuCarson DenisonH. Brendan McMahanSergei VassilvitskiiSteve ChienAbhradeep ThakurtaPublished in: CoRR (2023)
Keyphrases
- differential privacy
- machine learning
- differentially private
- privacy preserving
- private data
- data sharing
- tabular data
- privacy preservation
- privacy guarantees
- data analysis
- personal information
- privacy preserving data mining algorithms
- information extraction
- website
- active learning
- knowledge discovery
- databases
- information systems
- search engine