Large-Scale Privacy-Preserving Mapping of Human Genomic Sequences on Hybrid Clouds.
Yangyi ChenBo PengXiaoFeng WangHaixu TangPublished in: NDSS (2012)
Keyphrases
- privacy preserving
- genomic sequences
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- private information
- dna sequences
- horizontally partitioned
- multi party
- horizontally partitioned data
- privacy concerns
- cloud computing
- sensitive data
- record linkage
- private data
- data transformation
- data perturbation
- privacy preserving association rule mining
- differential privacy
- privacy issues
- data privacy
- sensitive information
- real world
- privacy guarantees
- privacy requirements
- databases
- location privacy
- preserving privacy
- scalar product
- naive bayesian classification
- bayesian networks
- privacy protection
- privacy sensitive