Privacy Preserving Deep Learning with Distributed Encoders.
Yitian ZhangHojjat SalehinejadJoseph BarfettErrol ColakShahrokh ValaeePublished in: GlobalSIP (2019)
Keyphrases
- privacy preserving
- deep learning
- horizontally partitioned data
- horizontally partitioned
- partitioned data
- multi party
- privacy sensitive
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- secure multiparty computation
- privacy preserving classification
- private data
- unsupervised learning
- preserving privacy
- privacy issues
- machine learning
- private information
- data privacy
- privacy protection
- sensitive information
- peer to peer
- data perturbation
- mental models
- object recognition
- privacy preserving association rule mining
- differential privacy
- weakly supervised
- pairwise
- privacy concerns
- scalar product
- active learning
- data mining