Applying Triple-Matrix Masking for Privacy Preserving Data Collection and Sharing in HIV Studies

Abstract

Privacy-preserving data collection method may help resolve the privacy protection issue in HIV research. The individual sensitive data can be completely hidden while the same inference results can still be obtained from the masked data, with the use of common statistical analysis methods.