Uncertainty-Autoencoder-Based Privacy and Utility Preserving Data Type Conscious Transformation.
Bishwas MandalGeorge T. AmariucaiShuangqing WeiPublished in: CoRR (2022)
Keyphrases
- data types
- differential privacy
- expected utility
- privacy requirements
- data structure
- data model
- database systems
- database management systems
- user defined
- utility function
- privacy preserving
- personal information
- private information
- data mining algorithms
- sensitive information
- decision theory
- privacy preservation
- decision makers
- abstract data types
- machine learning
- query processing
- anonymized data
- privacy protection
- database objects