NegDL: Privacy-preserving Deep Learning Based on Negative Database.
Dongdong ZhaoPingchuan ZhangJianwen XiangJing TianPublished in: ICDIS (2022)
Keyphrases
- privacy preserving
- deep learning
- database
- sensitive data
- privacy preserving data mining
- privacy preservation
- multi party
- vertically partitioned data
- data privacy
- database systems
- unsupervised learning
- sensitive information
- machine learning
- record linkage
- privacy issues
- private data
- databases
- privacy protection
- private information
- scalar product
- secure multiparty computation
- horizontally partitioned data
- differential privacy
- data sets
- mental models
- data model
- learning algorithm
- privacy sensitive