systems and methods for computing a data privacy-utility relationship

摘要

Systems and methods for computing data privacy utility exchange Systems and methods for computing data privacy utility exchange are disclosed. Big data hubs like data market are a source of data that can be of use to data buyers. however, outbound data provided to data vendors is required to meet data vendor privacy requirements while maintaining a level of utility for data buyers. conventionally, known methods of achieving data privacy tend to suppress data components that may result in reduced data utility. The systems and methods of the present disclosure compute this exchange to establish the need for data transformation, if any, before data is shared with data vendors.