Balancing Inferential Integrity and Disclosure Risk Via Model Targeted Masking and Multiple Imputation
Sign Up to like & getrecommendations! Published in 2021 at "Journal of the American Statistical Association"
DOI: 10.1080/01621459.2021.1909597
Abstract: There is a growing expectation that data collected by government-funded studies should be openly available to ensure research reproducibility, which also increases concerns about data privacy. A strategy to protect individuals' identity is to release… read more here.
Keywords: imputation; disclosure risk; disclosure; inferential integrity ... See more keywords
How do people perceive the disclosure risk of maps? Examining the perceived disclosure risk of maps and its implications for geoprivacy protection
Sign Up to like & getrecommendations! Published in 2020 at "Cartography and Geographic Information Science"
DOI: 10.1080/15230406.2020.1794976
Abstract: ABSTRACT This research examines how people subjectively perceive the disclosure risk of a map using original data collected in an online survey with 856 participants. The results indicate that perceived disclosure risk increases as the… read more here.
Keywords: perceive disclosure; disclosure risk; disclosure; perceived disclosure ... See more keywords