Privacy Preserving Client/Vertical-Servers Classification.
Derian BoerZahra AhmadiStefan KramerPublished in: MIDAS/PAP@PKDD/ECML (2018)
Keyphrases
- privacy preserving
- privacy preserving classification
- support vector machine classification
- privacy preservation
- privacy preserving data mining
- private information
- decision trees
- naive bayesian classification
- support vector
- machine learning
- multi party
- vertically partitioned data
- private data
- preserving privacy
- data privacy
- privacy issues
- horizontally partitioned data
- support vector machine
- privacy concerns
- scalar product
- privacy protection
- record linkage
- privacy preserving association rule mining
- partitioned data
- classification rules
- dimension reduction
- sensitive information
- privacy guarantees
- data publishing
- differential privacy
- homomorphic encryption
- data security
- emerging patterns
- secure multiparty computation
- horizontally partitioned
- preprocessing
- personal data
- databases