Analyzing Privacy Leakage in Machine Learning via Multiple Hypothesis Testing: A Lesson From Fano.
Chuan GuoAlexandre SablayrollesMaziar SanjabiPublished in: CoRR (2022)
Keyphrases
- hypothesis testing
- machine learning
- likelihood ratio
- robust statistical
- hypothesis tests
- statistical tests
- recursive algorithm
- decision trees
- likelihood ratio test
- machine learning algorithms
- false discovery rate
- hypothesis test
- null hypothesis
- knowledge discovery
- active learning
- personal information
- privacy preserving
- medical images
- supervised learning