Perturbation Based Privacy Preserving Slope One Predictors for Collaborative Filtering.
Anirban BasuJaideep VaidyaHiroaki KikuchiPublished in: IFIPTM (2012)
Keyphrases
- privacy preserving
- collaborative filtering
- data perturbation
- privacy guarantees
- privacy preserving data mining
- recommender systems
- privacy preservation
- data privacy
- vertically partitioned data
- sensitive information
- multi party
- privacy concerns
- record linkage
- preserving privacy
- privacy protection
- partitioned data
- naive bayesian classification
- user preferences
- private data
- secure multiparty computation
- horizontally partitioned data
- differential privacy
- privacy requirements
- data transformation
- privacy issues
- personal data
- private information
- privacy sensitive
- privacy preserving association rule mining
- data mining
- privacy preserving classification
- databases