Anonymous Gossiping

Details Anonymous Gossiping Anonymous Gossiping

2010-06-12

arxiv.org/abs/1006.2433v1

Computer Science

Distributed, Parallel, and Cluster Computing

Scientific paper

In this paper we introduce a novel gossiping primitive to support privacy preserving data analytics (PPDA). In contrast to existing computational PPDA primitives such as secure multiparty computation and data randomization based approaches, the proposed primitive `anonymous gossiping' is a communication primitive for privacy preserving personalized information aggregation complementing such traditional computational analytics. We realize this novel primitive by composing existing gossiping mechanisms for peer sampling & information aggregation and onion routing technique for establishing anonymous communication. This is more an `ideas' paper, rather than providing concrete and quantified results.

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