Mark Shriver

Gaussian Differentially Private Human Faces Under a Face Radial Curve Representation

In this paper we consider the problem of releasing a Gaussian Differentially Private (GDP) 3D human face. The human face is a complex structure with many features and inherently tied to one's identity. Protecting this data, in a formally private way, is important yet challenging given the dimension…