You unlocked the Mt. Everest badge on foursquare! Countering location fraud in Geosocial Networks

  • Authors:
  • Bogdan Carbunar;Rahul Potharaju

  • Affiliations:
  • School of Computing and Information Sciences Florida International University, Miami, FL;Department of Computer Science Purdue University, West Lafayette, IN

  • Venue:
  • MASS '12 Proceedings of the 2012 IEEE 9th International Conference on Mobile Ad-Hoc and Sensor Systems (MASS)
  • Year:
  • 2012

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Abstract

GeoSocial Networks (GSNs) are online social networks centered on the location information of their users. Users “check-in” their location and use it to acquire location-based special status (e.g., badges, mayorships) and receive venue dependent rewards. The strategy of rewarding user participation however makes cheating a profitable behavior. In this paper we introduce XACT, a suite of venue-oriented secure location verification mechanisms that enable venues and GSN providers to certify the locations claimed by users. We prove that XACT is correct, secure and easy to use. We validate the need for secure location verification mechanisms by collecting and analyzing data from the most popular GSNs today: 780,000 Foursquare users and 143,000 Gowalla users. Through a proof-of-concept implementation on a Revision C4 BeagleBoard embedded system we show that XACT is easy to deploy and economically viable. We analytically and empirically prove that XACT detects location cheating attacks.