Non-cooperative location privacy

Julien Freudiger, Mohammad Hossein Manshaei, Jean Pierre Hubaux, David C. Parkes

Research output: Contribution to journalArticlepeer-review

50 Scopus citations

Abstract

In mobile networks, authentication is a required primitive for most security protocols. Unfortunately, an adversary can monitor pseudonyms used for authentication to track the location of mobile nodes. A frequently proposed solution to protect location privacy suggests that mobile nodes collectively change their pseudonyms in regions called mix zones. This approach is costly. Selfinterested mobile nodes might, thus, decide not to cooperate and jeopardize the achievable location privacy. In this paper, we analyze non-cooperative behavior of mobile nodes by using a game-theoretic model, where each player aims at maximizing its location privacy at a minimum cost. We obtain Nash equilibria in static n-player complete information games. As in practice mobile nodes do not know their opponents' payoffs, we then consider static incomplete information games. We establish that symmetric Bayesian-Nash equilibria exist with simple threshold strategies. By means of numerical results, we predict behavior of selfish mobile nodes. We then investigate dynamic games where players decide to change their pseudonym one after the other and show how this affects strategies at equilibrium. Finally, we design protocols - PseudoGame protocols-based on the results of our analysis and simulate their performance in vehicular network scenarios.

Original languageEnglish (US)
Article number6336754
Pages (from-to)84-98
Number of pages15
JournalIEEE Transactions on Dependable and Secure Computing
Volume10
Issue number2
DOIs
StatePublished - 2013
Externally publishedYes

Keywords

  • mobile computing
  • network protocols
  • Security and privacy protection

ASJC Scopus subject areas

  • Computer Science(all)
  • Electrical and Electronic Engineering

Fingerprint

Dive into the research topics of 'Non-cooperative location privacy'. Together they form a unique fingerprint.

Cite this