EPPS: Efficient Privacy-Preserving Scheme in Distributed Deep Learning.
Yiran LiHongwei LiGuowen XuSen LiuRongxing LuPublished in: GLOBECOM (2019)
Keyphrases
- privacy preserving
- horizontally partitioned data
- deep learning
- multi party
- partitioned data
- privacy preservation
- horizontally partitioned
- privacy preserving data mining
- privacy sensitive
- secure multiparty computation
- vertically partitioned data
- privacy protection
- privacy preserving classification
- data privacy
- privacy concerns
- private information
- differential privacy
- privacy issues
- unsupervised learning
- preserving privacy
- privacy preserving association rule mining
- sensitive information
- sensitive data
- distributed data
- active learning
- object recognition
- scalar product
- private data
- mental models
- learning algorithm