Inan, Ali; Kantarcioglu, Murat; Ghinita, Gabriel; … - 2010
sufficient privacy. We propose an alternative design centered on differential privacy, a novel paradigm that provides strong … record pairs, reducing the matching cost to acceptable levels. The blocking step is essential for the privacy, accuracy and … privacy guarantees. The realization of the new model presents difficult challenges, such as the evaluation of distance …