Tracking games in mobile networks

Mathias Humbert, Mohammad Hossein Manshaei, Julien Freudiger, Jean Pierre Hubaux

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

19 Scopus citations

Abstract

Users of mobile networks can change their identifiers in regions called mix zones in order to defeat the attempt of third parties to track their location. Mix zones must be deployed carefully in the network to reduce the cost they induce on mobile users and to provide high location privacy. Unlike most previous works that assume a global adversary, we consider a local adversary equipped with multiple eavesdropping stations. We study the interaction between the local adversary deploying eavesdropping stations to track mobile users and mobile users deploying mix zones to protect their location privacy. We use a game-theoretic model to predict the strategies of both players. We derive the strategies at equilibrium in complete and incomplete information scenarios and propose an algorithm to compute the equilibrium in a large network. Finally, based on real road-traffic information, we numerically quantify the effect of complete and incomplete information on the strategy selection of mobile users and of the adversary. Our results enable system designers to predict the best response of mobile users with respect to a local adversary strategy, and thus to select the best deployment of countermeasures.

Original languageEnglish (US)
Title of host publicationDecision and Game Theory for Security - First International Conference, GameSec 2010, Proceedings
Pages38-57
Number of pages20
DOIs
StatePublished - 2010
Externally publishedYes
Event1st International Conference on Decision and Game Theory for Security, GameSec 2010 - Berlin, Germany
Duration: Nov 22 2010Nov 23 2010

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume6442 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference1st International Conference on Decision and Game Theory for Security, GameSec 2010
Country/TerritoryGermany
CityBerlin
Period11/22/1011/23/10

Keywords

  • Game Theory
  • Location Privacy
  • Mix Zone
  • Mobile Networks

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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