How to DP-fy ML: A Practical Tutorial to Machine Learning with Differential Privacy.
Natalia PonomarevaSergei VassilvitskiiZheng XuBrendan McMahanAlexey KurakinChiyaun ZhangPublished in: KDD (2023)
Keyphrases
- differential privacy
- machine learning
- differentially private
- privacy preserving data mining algorithms
- privacy preserving
- private data
- tabular data
- privacy guarantees
- data mining
- real world
- personal information
- privacy preservation
- information extraction
- database
- data privacy
- information retrieval
- feature selection
- data analysis
- databases