Privacy-preserving Distributed Clustering using Generative Models.
Srujana MeruguJoydeep GhoshPublished in: ICDM (2003)
Keyphrases
- privacy preserving
- generative model
- horizontally partitioned data
- partitioned data
- multi party
- horizontally partitioned
- privacy sensitive
- probabilistic model
- mixture model
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- discriminative learning
- clustering method
- sensitive information
- secure multiparty computation
- privacy preserving classification
- clustering algorithm
- k means
- em algorithm
- discriminative models
- conditional random fields
- prior knowledge
- semi supervised
- generative and discriminative models
- hierarchical hidden markov models
- privacy issues
- privacy protection
- privacy concerns
- high dimensional data
- expectation maximization
- differential privacy
- data privacy
- data perturbation
- private information
- object categories
- spectral clustering
- unsupervised learning
- bayesian networks
- peer to peer