Inference attacks through mobility Markov chains

Sébastien Gambs; Marc-Olivier Killijian; Miguel Nuñez del Prado Cortéz

Inference attacks through mobility Markov chains

Sébastien Gambs, Marc-Olivier Killijian, Miguel Nuñez del Prado Cortéz

Department of Engineering

Research output: Contribution to conference › Paper

Abstract

In this paper, we adress the modelization by anadversary of an individual mobility. The mobility model learntfrom the individual record of position is represented as a Markovchain. We describe in the paper our techniques for building suchmobility Markov chains and report on some case studies. Thesecases studies are based on real user’s data we captured. Theyare analyzed to illustrate what can be learnt from these mobilitymodels.

Original language	English
Number of pages	6
State	Published - 2011
Event	Atelier Protection de la Vie Privée / Géolocalisation et Vie Privée - Soreze, France Duration: 20 Nov 2011 → 22 Nov 2020

Conference

Conference	Atelier Protection de la Vie Privée / Géolocalisation et Vie Privée
Abbreviated title	APVP
Country/Territory	France
City	Soreze
Period	20/11/11 → 22/11/20

Cite this

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title = "Inference attacks through mobility Markov chains",

abstract = "In this paper, we adress the modelization by anadversary of an individual mobility. The mobility model learntfrom the individual record of position is represented as a Markovchain. We describe in the paper our techniques for building suchmobility Markov chains and report on some case studies. Thesecases studies are based on real user{\textquoteright}s data we captured. Theyare analyzed to illustrate what can be learnt from these mobilitymodels.",

author = "S{\'e}bastien Gambs and Marc-Olivier Killijian and {Nu{\~n}ez del Prado Cort{\'e}z}, Miguel",

year = "2011",

language = "Ingl{\'e}s",

note = "Atelier Protection de la Vie Priv{\'e}e / G{\'e}olocalisation et Vie Priv{\'e}e ; Conference date: 20-11-2011 Through 22-11-2020",

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TY - CONF

T1 - Inference attacks through mobility Markov chains

AU - Gambs, Sébastien

AU - Killijian, Marc-Olivier

AU - Nuñez del Prado Cortéz, Miguel

PY - 2011

Y1 - 2011

N2 - In this paper, we adress the modelization by anadversary of an individual mobility. The mobility model learntfrom the individual record of position is represented as a Markovchain. We describe in the paper our techniques for building suchmobility Markov chains and report on some case studies. Thesecases studies are based on real user’s data we captured. Theyare analyzed to illustrate what can be learnt from these mobilitymodels.

AB - In this paper, we adress the modelization by anadversary of an individual mobility. The mobility model learntfrom the individual record of position is represented as a Markovchain. We describe in the paper our techniques for building suchmobility Markov chains and report on some case studies. Thesecases studies are based on real user’s data we captured. Theyare analyzed to illustrate what can be learnt from these mobilitymodels.

UR - http://homepages.laas.fr/mkilliji/APVP2011/Site/Programme_files/Article_9.pdf

M3 - Contribución a una conferencia

T2 - Atelier Protection de la Vie Privée / Géolocalisation et Vie Privée

Y2 - 20 November 2011 through 22 November 2020

ER -

Inference attacks through mobility Markov chains

Abstract

Conference

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Cite this