Enabling Privacy-Preserving Sharing of Genomic Data for GWASs in Decentralized Networks.
Yanjun ZhangXin ZhaoXue LiMingyang ZhongCaitlin CurtisChen ChenPublished in: WSDM (2019)
Keyphrases
- privacy preserving
- genomic data
- privacy preserving data mining
- high throughput
- privacy preservation
- vertically partitioned data
- gene expression data
- data privacy
- protein protein interactions
- private information
- biological data
- biological networks
- experimental conditions
- peer to peer
- social networks
- secure multiparty computation
- gene ontology
- privacy sensitive
- sensitive information
- privacy concerns
- privacy protection
- gene expression
- scalar product
- complex networks
- data integration
- differential privacy
- gene expression profiles
- data collection
- decision trees
- data mining
- database