Differentially Private High-Dimensional Data Publication via Markov Network.
Wei ZhangJingwen ZhaoFengqiong WeiYunfang ChenPublished in: EAI Endorsed Trans. Security Safety (2019)
Keyphrases
- high dimensional data
- differentially private
- markov networks
- graphical models
- maximum likelihood
- differential privacy
- nearest neighbor
- dimensionality reduction
- belief propagation
- high dimensional
- first order logic
- low dimensional
- data analysis
- bayesian networks
- hidden variables
- conditional random fields
- markov random field
- probabilistic model
- data points
- bayesian inference
- data sets
- similarity search
- original data
- missing values
- conditional probabilities
- input data
- search engine
- text categorization
- clustering algorithm
- computer vision
- social networks
- neural network