Uncertainty-Autoencoder-Based Privacy and Utility Preserving Data Type Conscious Transformation.
Bishwas MandalGeorge T. AmariucaiShuangqing WeiPublished in: IJCNN (2022)
Keyphrases
- data types
- differential privacy
- privacy requirements
- expected utility
- privacy preserving
- data model
- database systems
- data structure
- database management systems
- user defined
- utility function
- abstract data types
- private information
- decision theory
- privacy preserving data mining
- decision makers
- database
- object relational
- personal information
- database objects
- privacy preservation
- privacy protection
- data sets
- high level
- preprocessing
- xml documents
- privacy concerns
- similarity search
- relational model
- management system
- data mining algorithms