A Critical Review on the Use (and Misuse) of Differential Privacy in Machine Learning.
Alberto Blanco-JusticiaDavid SánchezJosep Domingo-FerrerKrishnamurty MuralidharPublished in: ACM Comput. Surv. (2023)
Keyphrases
- differential privacy
- machine learning
- differentially private
- privacy preserving
- private data
- tabular data
- privacy guarantees
- data sharing
- privacy preserving data mining algorithms
- privacy preservation
- data privacy
- feature selection
- data mining
- anomaly detection
- personal data
- personal information
- information extraction
- data analysis