Bounding data reconstruction attacks with the hypothesis testing interpretation of differential privacy.
Georgios KaissisJamie HayesAlexander ZillerDaniel RueckertPublished in: CoRR (2023)
Keyphrases
- hypothesis testing
- differentially private
- data sets
- data collection
- private data
- database
- raw data
- differential privacy
- original data
- data quality
- distributed data
- data privacy
- data analysis
- data points
- training data
- statistical analysis
- data distribution
- machine learning
- data model
- data mining applications
- data mining
- database systems