Differential Privacy Protection Against Membership Inference Attack on Machine Learning for Genomic Data.
Junjie ChenWendy Hui WangXinghua ShiPublished in: PSB (2021)
Keyphrases
- genomic data
- differential privacy
- machine learning
- differentially private
- privacy preserving
- biological data
- high throughput
- protein protein interactions
- machine learning methods
- gene ontology
- data sharing
- data integration
- privacy preservation
- gene expression data
- experimental conditions
- gene expression
- data analysis
- statistical methods
- personal information
- feature selection
- microarray
- gene expression profiles
- data mining
- information extraction
- data sets
- databases
- text mining
- bayesian inference
- web search
- database
- data acquisition