A Practical System for Privacy-Preserving Collaborative Filtering.
Richard ChowManas A. PathakCong WangPublished in: ICDM Workshops (2012)
Keyphrases
- privacy preserving
- collaborative filtering
- privacy preserving data mining
- privacy preservation
- privacy preserving data mining algorithms
- vertically partitioned data
- sensitive information
- privacy concerns
- horizontally partitioned data
- private information
- recommender systems
- user preferences
- data privacy
- private data
- privacy sensitive
- multi party
- differential privacy
- privacy requirements
- preserving privacy
- record linkage
- real world
- data perturbation
- privacy preserving classification
- secure multiparty computation
- partitioned data
- sensitive data
- social networks
- privacy preserving association rule mining
- naive bayesian classification
- horizontally partitioned
- scalar product
- privacy guarantees