A Survey on Collaborative Deep Learning and Privacy-Preserving.
Dayin ZhangXiaojun ChenDakui WangJinqiao ShiPublished in: DSC (2018)
Keyphrases
- privacy preserving
- deep learning
- privacy preserving data mining
- vertically partitioned data
- unsupervised learning
- privacy preservation
- data privacy
- multi party
- privacy concerns
- privacy protection
- machine learning
- horizontally partitioned data
- sensitive information
- privacy sensitive
- private information
- privacy preserving association rule mining
- sensitive data
- weakly supervised
- data perturbation
- differential privacy
- private data
- privacy issues
- partitioned data
- preserving privacy
- decision makers
- mental models
- privacy requirements
- data analysis
- learning algorithm
- supervised learning
- information retrieval
- secure multiparty computation
- object segmentation
- data mining