Gaussian Mixture Models for Classification and Hypothesis Tests Under Differential Privacy.
Xiaosu TongBowei XiMurat KantarciogluAli InanPublished in: DBSec (2017)
Keyphrases
- gaussian mixture model
- differential privacy
- feature vectors
- mixture model
- differentially private
- feature space
- hypothesis tests
- privacy preserving
- hypothesis testing
- model selection
- training set
- maximum likelihood criterion
- data privacy
- em algorithm
- support vector
- feature extraction
- face recognition
- class labels
- maximum likelihood
- probabilistic model
- search engine
- data sets