Mathematics of Differential Privacy

• Extreme Points of the Differential Privacy Polytope. Naoise Holohan, Douglas Leith, Oliver Mason. Tech Report 2016
• Differentially private response mechanisms on categorical data. Naoise Holohan, Douglas Leith, Oliver Mason. Discrete Applied Mathematics, 2016, in press.
• Differential Privacy in Metric Spaces: Numerical, Categorical and Functional Data Under the One Roof. Naoise Holohan, Douglas Leith, Oliver Mason. Information Sciences, 305, pp 256-268, 2015.