Efficient Privacy-Preserving Viral Strain Classification via k-mer Signatures and FHE.
Adi AkaviaBen GaliliHayim ShaulMor WeissZohar YakhiniPublished in: IACR Cryptol. ePrint Arch. (2023)
Keyphrases
- privacy preserving
- privacy preserving classification
- support vector machine classification
- privacy preservation
- privacy preserving data mining
- vertically partitioned data
- privacy sensitive
- privacy protection
- horizontally partitioned data
- partitioned data
- privacy concerns
- machine learning
- naive bayesian classification
- private information
- sensitive information
- support vector machine
- preprocessing
- secure multiparty computation
- data sets
- provide efficient solutions
- privacy requirements
- private data
- emerging patterns
- data privacy
- sensitive data
- multi party
- feature extraction
- privacy issues
- record linkage
- decision trees
- user privacy
- data perturbation
- differential privacy
- scalar product
- support vector
- privacy preserving association rule mining