Confidential gossip

Chryssis Georgiou, Seth Gilbert, Dariusz R. Kowalski

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Epidemic gossip has proven a reliable and efficient technique for sharing information in a distributed network. Much of the reliability and efficiency derives from processes collaborating, sharing the work of distributing information. As a result of this collaboration, processes may receive information that was not originally intended for them. For example, a process may act as an intermediary, aggregating and forwarding messages from some set of sources to some set of destinations. But what if rumors are confidential? In that case, only processes that were originally intended to receive a rumor should be allowed to learn the rumor. This blatantly contradicts the basic premise of epidemic gossip, which assumes that processes can collaborate. In fact, if only processes in a rumor's "destination set" participate in gossiping that rumor, we show that high message complexity is unavoidable. In this paper, we propose a scheme in which each rumor is broken into multiple fragments using a very simple coding scheme: any given fragment provides no information about the rumor, while together, the fragments can be reassembled into the original rumor. The processes collaborate in disseminating the rumor fragments in such a way that no process outside of a rumor's destination set ever receives all the fragments of a rumor, while every process in the destination set eventually learns all the fragments. Notably, our solution operates in an environment where rumors are dynamically and continuously injected into the system and processes are subject to crashes and restarts. In addition, the scheme presented can tolerate a moderate amount of collusion among curious processes without too large an increase in cost.

Original languageEnglish (US)
Title of host publicationProceedings - 31st International Conference on Distributed Computing Systems, ICDCS 2011
Pages603-612
Number of pages10
DOIs
StatePublished - Aug 25 2011
Externally publishedYes
Event31st International Conference on Distributed Computing Systems, ICDCS 2011 - Minneapolis, MN, United States
Duration: Jun 20 2011Jul 24 2011

Publication series

NameProceedings - International Conference on Distributed Computing Systems

Conference

Conference31st International Conference on Distributed Computing Systems, ICDCS 2011
CountryUnited States
CityMinneapolis, MN
Period6/20/117/24/11

Keywords

  • Collusion
  • Confidentiality
  • Dynamic rumor injection
  • Fault-tolerance
  • Message complexity
  • Randomized gossip

ASJC Scopus subject areas

  • Software
  • Hardware and Architecture
  • Computer Networks and Communications

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  • Cite this

    Georgiou, C., Gilbert, S., & Kowalski, D. R. (2011). Confidential gossip. In Proceedings - 31st International Conference on Distributed Computing Systems, ICDCS 2011 (pp. 603-612). [5961737] (Proceedings - International Conference on Distributed Computing Systems). https://doi.org/10.1109/ICDCS.2011.71