Privacy-preserving SVM on Outsourced Genomic Data via Secure Multi-party Computation.
Huajie ChenAli Burak ÜnalMete AkgünNico PfeiferPublished in: IWSPA@CODASPY (2020)
Keyphrases
- privacy preserving
- genomic data
- scalar product
- secure multi party computation
- privacy preserving data mining
- vertically partitioned data
- support vector
- knn
- support vector machine
- privacy preservation
- third party
- private information
- data privacy
- sensitive data
- feature selection
- kernel function
- homomorphic encryption
- data integration
- feature space
- multi party
- privacy concerns
- privacy protection
- differential privacy
- machine learning
- training set
- data sets
- low cost
- sensitive information
- data analysis
- social networks
- data mining