Efficient Privacy-Preserving Viral Strain Classification via k-mer Signatures and FHE.
Adi AkaviaBen GaliliHayim ShaulMor WeissZohar YakhiniPublished in: CSF (2023)
Keyphrases
- privacy preserving
- privacy preserving classification
- support vector machine classification
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- multi party
- naive bayesian classification
- support vector
- sensitive information
- feature extraction
- privacy protection
- record linkage
- scalar product
- data perturbation
- private data
- sensitive data
- data privacy
- private information
- machine learning
- decision trees
- horizontally partitioned data
- privacy sensitive
- preserving privacy
- feature space
- differential privacy
- partitioned data
- horizontally partitioned
- personal data
- high dimensional data