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

Departamento Académico de Ingeniería

Producción científica: Contribución a una conferencia

Resumen

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.

Idioma original	Inglés
Número de páginas	6
Estado	Publicada - 2011
Evento	Atelier Protection de la Vie Privée / Géolocalisation et Vie Privée - Soreze, Francia Duración: 20 nov. 2011 → 22 nov. 2020

Conferencia

Conferencia	Atelier Protection de la Vie Privée / Géolocalisation et Vie Privée
Título abreviado	APVP
País/Territorio	Francia
Ciudad	Soreze
Período	20/11/11 → 22/11/20

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

Otros archivos y enlaces

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

Citar esto

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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",

}

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 -