The quadratic gaussian CEO problem with byzantine agents

Oliver Kosut, Lang Tong

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

2 Scopus citations

Abstract

The quadratic Gaussian CEO problem is studied when the agents are under Byzantine attack. That is, an unknown subset of agents is controlled by an adversary that attempts to damage the quality of the estimate at the Central Estimation Officer, or CEO. Inner and outer bounds are presented for the achievable rate region as a function of the fraction of adversarial agents. The inner bound is derived from a generalization of the Berger-Tung quantize-and-bin strategy, which has been shown to be tight in the non-Byzantine case. The outer bound has similarities to the Singleton bound in that the traitorous agents must be prevented from allowing two sources to result in the same transmitted codewords if their values are too far apart for the distortion constraint to be satisfied with a single estimate. The inner and outer bounds on the rate regions are used to find bounds on the asym ptotic proportionality constant in the limit of a large number of agents and high sum-rate. These bounds on the proportionality constant differ at most by a factor of 4.

Original languageEnglish (US)
Title of host publication2009 IEEE International Symposium on Information Theory, ISIT 2009
Pages1145-1149
Number of pages5
DOIs
StatePublished - Nov 19 2009
Externally publishedYes
Event2009 IEEE International Symposium on Information Theory, ISIT 2009 - Seoul, Korea, Republic of
Duration: Jun 28 2009Jul 3 2009

Publication series

NameIEEE International Symposium on Information Theory - Proceedings
ISSN (Print)2157-8102

Other

Other2009 IEEE International Symposium on Information Theory, ISIT 2009
CountryKorea, Republic of
CitySeoul
Period6/28/097/3/09

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Information Systems
  • Modeling and Simulation
  • Applied Mathematics

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  • Cite this

    Kosut, O., & Tong, L. (2009). The quadratic gaussian CEO problem with byzantine agents. In 2009 IEEE International Symposium on Information Theory, ISIT 2009 (pp. 1145-1149). [5206013] (IEEE International Symposium on Information Theory - Proceedings). https://doi.org/10.1109/ISIT.2009.5206013