A zero auxiliary knowledge membership inference attack on aggregate location data
Location data is frequently collected from populations and shared in aggregate form to guide
policy and decision making. However, the prevalence of aggregated data also raises the …
policy and decision making. However, the prevalence of aggregated data also raises the …
Expanding Perspectives on Data Privacy: Insights from Rural Togo
Passively collected" big" data sources are increasingly used to inform critical development
policy decisions in low-and middle-income countries. While prior work highlights how such …
policy decisions in low-and middle-income countries. While prior work highlights how such …
Using Participants' Utility Functions to Compare Versions of Differential Privacy
N Kohli, MC Tschantz - arXiv preprint arXiv:2310.06258, 2023 - arxiv.org
We use decision theory to compare variants of differential privacy from the perspective of
prospective study participants. We posit the existence of a preference ordering on the set of …
prospective study participants. We posit the existence of a preference ordering on the set of …