A Critical Review on the Use (and Misuse) of Differential Privacy in Machine Learning.
Alberto Blanco-JusticiaDavid SánchezJosep Domingo-FerrerKrishnamurty MuralidharPublished in: CoRR (2022)
Keyphrases
- differential privacy
- machine learning
- differentially private
- privacy preserving
- private data
- privacy preserving data mining algorithms
- data sharing
- tabular data
- privacy preservation
- privacy guarantees
- personal data
- active learning
- anomaly detection
- information extraction
- anonymized data
- data mining
- data access
- private information
- feature selection