Sholmo, Natalie; Skinner, Chris J. - London School of Economics (LSE) - 2012
confidential information may be learnt. In this paper we explore the application of definitions of privacy from the computer … misclassification. We consider two privacy definitions: differential privacy and probabilistic differential privacy. Chaudhuri and … Mishra (2006) have shown that sampling does not guarantee differential privacy, but that, under certain conditions, it may …