A Scalable Algorithm for Privacy-Preserving Item-based Top-N Recommendation.
Yingying ZhaoDongsheng LiQin LvLi ShangPublished in: CoRR (2018)
Keyphrases
- privacy preserving
- privacy preserving data mining
- collaborative filtering
- vertically partitioned data
- privacy preservation
- recommender systems
- privacy protection
- private information
- data privacy
- privacy concerns
- multi party
- privacy sensitive
- sensitive information
- horizontally partitioned data
- naive bayesian classification
- privacy requirements
- privacy preserving classification
- record linkage
- preserving privacy
- secure multiparty computation
- differential privacy
- scalar product
- privacy preserving data mining algorithms
- decision trees
- data perturbation
- data publishing
- private data
- data transformation
- sensitive data
- web search
- association rules