Interval Privacy: A Framework for Privacy-Preserving Data Collection
Interval Privacy: A Framework for Privacy-Preserving Data Collection
The emerging public awareness and government regulations of data privacy motivate new paradigms of collecting and analyzing data that are transparent and acceptable to data owners. We present a new concept of privacy and corresponding data formats, mechanisms, and theories for privatizing data during data collection. The privacy, named Interval …