Analyzing Privacy Leakage in Machine Learning via Multiple Hypothesis Testing: A Lesson From Fano.
Chuan GuoAlexandre SablayrollesMaziar SanjabiPublished in: ICML (2023)
Keyphrases
- hypothesis testing
- machine learning
- likelihood ratio
- statistical tests
- recursive algorithm
- model selection
- machine learning methods
- data sets
- active learning
- learning algorithm
- null hypothesis
- hypothesis test
- robust statistical
- likelihood ratio test
- false discovery rate
- knowledge discovery
- state space
- test set
- hypothesis tests