Privacy Preserving Expectation Maximization (EM) Clustering Construction.
Mona HamidiMina SheikhalishahiFabio MartinelliPublished in: DCAI (2018)
Keyphrases
- privacy preserving
- expectation maximization
- k means
- em algorithm
- unsupervised learning
- privacy preserving data mining
- clustering algorithm
- mixture model
- vertically partitioned data
- privacy preservation
- probabilistic model
- maximum likelihood
- data perturbation
- density estimation
- multi party
- image segmentation
- privacy sensitive
- private information
- data privacy
- sensitive information
- horizontally partitioned
- privacy preserving association rule mining
- record linkage
- private data
- sensitive data
- preserving privacy
- naive bayesian classification
- privacy concerns
- privacy protection
- horizontally partitioned data
- privacy guarantees
- data publishing
- privacy preserving classification
- scalar product
- secure multiparty computation