Privacy-Preserving Collaborative Filtering Using Randomized Perturbation Techniques.
Huseyin PolatWenliang DuPublished in: ICDM (2003)
Keyphrases
- privacy preserving
- collaborative filtering
- privacy preserving association rule mining
- data perturbation
- privacy guarantees
- privacy preserving data mining
- vertically partitioned data
- recommender systems
- privacy preservation
- data privacy
- user preferences
- data transformation
- multi party
- scalar product
- horizontally partitioned data
- secure multiparty computation
- privacy sensitive
- private information
- differential privacy
- record linkage
- naive bayesian classification
- partitioned data
- preserving privacy
- sensitive information
- private data
- privacy protection
- data mining
- statistical databases
- data publishing
- privacy issues
- medical data
- data mining techniques
- homomorphic encryption
- privacy preserving classification
- database systems
- search engine
- privacy concerns
- sensitive data
- data sets
- database