Privacy-Preserving Collaborative Deep Learning With Unreliable Participants.
Lingchen ZhaoQian WangQin ZouYan ZhangYanjiao ChenPublished in: IEEE Trans. Inf. Forensics Secur. (2020)
Keyphrases
- privacy preserving
- deep learning
- multi party
- mental models
- privacy preserving data mining
- unsupervised learning
- privacy preservation
- vertically partitioned data
- machine learning
- data privacy
- private information
- privacy protection
- weakly supervised
- private data
- privacy concerns
- sensitive information
- privacy issues
- scalar product
- data perturbation
- differential privacy
- privacy requirements
- preserving privacy
- horizontally partitioned data
- privacy sensitive
- partitioned data
- probabilistic model
- third party
- secure multiparty computation
- active learning
- privacy preserving association rule mining
- feature selection