Preserving differential privacy in convolutional deep belief networks.
NhatHai PhanXintao WuDejing DouPublished in: Mach. Learn. (2017)
Keyphrases
- deep belief networks
- differential privacy
- differentially private
- deep learning
- unsupervised learning
- restricted boltzmann machine
- hierarchical models
- privacy preserving
- probabilistic model
- generative model
- sparse coding
- machine learning
- privacy preservation
- approximate inference
- data sharing
- personal information
- data privacy
- learning algorithm
- hierarchical structures
- hierarchical model
- sensitive information
- graphical models
- search engine