On the Privacy of Horizontally Partitioned Binary Data-Based Privacy-Preserving Collaborative Filtering.
Murat OkkaliogluMehmet KoçHuseyin PolatPublished in: DPM/QASA@ESORICS (2015)
Keyphrases
- horizontally partitioned
- binary data
- privacy preserving
- preserving privacy
- privacy preserving data mining
- privacy preservation
- private information
- categorical data
- data privacy
- sensitive information
- privacy requirements
- privacy concerns
- formal concept analysis
- vertically partitioned data
- differential privacy
- high dimensional
- privacy issues
- data sets
- private data
- privacy protection
- horizontally partitioned data
- privacy guarantees
- privacy sensitive
- user privacy
- secure multiparty computation
- itemsets
- data publishing
- privacy preserving classification
- scalar product
- data perturbation
- database
- location privacy
- high dimensional data
- homomorphic encryption
- personal information
- privacy preserving association rule mining