Privacy-Preserving Multi-Class Support Vector Machine for Outsourcing the Data Classification in Cloud.
Yogachandran RahulamathavanRaphael Chung-Wei PhanSuresh VeluruKanapathippillai CumananMuttukrishnan RajarajanPublished in: IEEE Trans. Dependable Secur. Comput. (2014)
Keyphrases
- privacy preserving
- data privacy
- data sets
- private data
- data transformation
- data sources
- original data
- horizontally partitioned data
- personal data
- record linkage
- data collection
- vertically partitioned data
- privacy requirements
- sensitive data
- multi class support vector machine
- sensitive information
- high dimensional data
- data points
- privacy sensitive
- decision trees
- data mining methods
- data quality
- distributed data
- raw data
- cloud computing
- privacy preserving data mining
- data analysis
- preserving privacy
- privacy preserving classification
- support vector machine classification
- privacy concerns
- data publishing
- privacy preservation
- sparse data
- private information
- knn
- feature space
- machine learning