NegDL: Privacy-Preserving Deep Learning Based on Negative Database.
Dongdong ZhaoPingchuan ZhangJianwen XiangJing TianPublished in: CoRR (2021)
Keyphrases
- privacy preserving
- deep learning
- database
- sensitive data
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- databases
- unsupervised learning
- database systems
- private information
- machine learning
- data privacy
- sensitive information
- multi party
- differential privacy
- scalar product
- record linkage
- preserving privacy
- privacy requirements
- secure multiparty computation
- data sets
- mental models
- weakly supervised
- privacy concerns
- privacy issues
- private data
- privacy protection
- cloud computing
- data analysis
- learning algorithm
- privacy preserving association rule mining