Privacy-Preserving Statistical Analysis of Genomic Data Using Compressive Mechanism with Haar Wavelet Transform.
Akito YamamotoTetsuo ShibuyaPublished in: J. Comput. Biol. (2023)
Keyphrases
- privacy preserving
- genomic data
- statistical analysis
- haar wavelet transform
- high throughput
- privacy preserving data mining
- privacy guarantees
- vertically partitioned data
- biological data
- privacy preservation
- protein protein interactions
- experimental conditions
- statistical methods
- discrete wavelet transform
- gene expression data
- wavelet transform
- differential privacy
- gene ontology
- data privacy
- data integration
- sensitive information
- database
- random projections
- privacy concerns
- computational methods