FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation.
Hanlin GuJiahuan LuoYan KangLixin FanQiang YangPublished in: IJCAI (2023)
Keyphrases
- privacy preserving
- deep learning
- data transformation
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- unsupervised learning
- private information
- multi party
- horizontally partitioned data
- data privacy
- preserving privacy
- privacy sensitive
- privacy protection
- machine learning
- partitioned data
- private data
- differential privacy
- privacy issues
- sensitive data
- secure multiparty computation
- privacy requirements
- dimensionality reduction
- sensitive information
- privacy concerns
- weakly supervised
- scalar product
- data sets