Privacy-preserving item-based Collaborative Filtering using semi-distributed Belief Propagation.
Jun ZouArash EinolghozatiFaramarz FekriPublished in: CNS (2013)
Keyphrases
- privacy preserving
- belief propagation
- graphical models
- horizontally partitioned data
- message passing
- horizontally partitioned
- partitioned data
- multi party
- markov random field
- privacy sensitive
- stereo matching
- graph cuts
- privacy preserving data mining
- vertically partitioned data
- item based collaborative filtering
- privacy preservation
- secure multiparty computation
- distributed systems
- pairwise
- data privacy
- sensitive information
- free energy
- private information
- preserving privacy
- distributed environment
- distributed data
- decision trees
- differential privacy
- feature selection
- three dimensional
- bayesian networks
- preprocessing
- higher order
- collaborative filtering
- probabilistic model