Privacy-preserving Maximum Likelihood Estimation for Distributed Data.
Xiaodong LinAlan F. KarrPublished in: J. Priv. Confidentiality (2010)
Keyphrases
- maximum likelihood estimation
- distributed data
- privacy preserving
- data privacy
- maximum likelihood
- data sharing
- vertically partitioned data
- distributed data mining
- privacy preserving data mining
- privacy concerns
- em algorithm
- parameter estimation
- data distribution
- communication cost
- expectation maximization
- private information
- databases
- probability distribution
- file system
- density function
- sensitive information
- sensitive data
- data mining algorithms
- least squares
- pairwise