A generic and distributed privacy preserving classification method with a worst-case privacy guarantee.
Madhushri BanerjeeZhiyuan ChenAryya GangopadhyayPublished in: Distributed Parallel Databases (2014)
Keyphrases
- privacy preserving
- classification method
- privacy guarantees
- horizontally partitioned data
- differential privacy
- privacy preserving data mining
- vertically partitioned data
- secure multiparty computation
- privacy preservation
- k nearest neighbor
- knn
- support vector machine svm
- text classification
- differentially private
- classification algorithm
- data perturbation
- data privacy
- privacy protection
- support vector machine
- private information
- sensitive information
- private data
- sensitive data
- personal data
- databases
- communication cost
- clustering algorithm
- search engine