Differential Privacy Preserving Genomic Data Releasing via Factor Graph.
Zaobo HeYingshu LiJinbao WangPublished in: ISBRA (2017)
Keyphrases
- genomic data
- privacy preserving
- factor graphs
- sensitive information
- privacy protection
- private data
- message passing
- graphical models
- high throughput
- belief propagation
- privacy preserving data mining
- differentially private
- approximate inference
- biological data
- private information
- latent variables
- differential privacy
- protein protein interactions
- gene expression data
- data privacy
- gene ontology
- gene expression
- probabilistic inference
- databases
- microarray
- data analysis
- social networks
- support vector machine
- bayesian networks
- machine learning
- data mining