Location privacy in relation to trusted peers
2012 (English)In: Security and Trust Management, Springer Berlin/Heidelberg, 2012, Vol. 7170 LNCS, 106-121 p.Conference paper (Refereed)
One common assumption when defining location privacy metrics is that one is dealing with attackers who have the objective of re-identifying an individual out of an anonymized data set. However, in today's communication scenarios, user communication and information exchange with (partially) trusted peers is very common, e.g., in communication via social applications. When disclosing voluntarily a single observation to a (partially) trusted communication peer, the user's privacy seems to be unharmed. However, location data is able to transport much more information than the simple fact of a user being at a specific location. Hence, a user-centric privacy metric is required in order to measure the extent of exposure by releasing (a set of) location observations. The goal of such a metric is to enable individuals to estimate the privacy loss caused by disclosing further location information in a specific communication scenario and thus enabling the user to make informed choices, e.g., choose the right protection mechanism.
Place, publisher, year, edition, pages
Springer Berlin/Heidelberg, 2012. Vol. 7170 LNCS, 106-121 p.
, Lecture Notes in Computer Science, ISSN 0302-9743 ; 7170
Data sets, Information exchanges, Location data, Location information, Location privacy, Protection mechanisms, Specific location, User communication, User-centric, Artificial intelligence, Communication
IdentifiersURN: urn:nbn:se:kth:diva-100031DOI: 10.1007/978-3-642-29963-6_9ScopusID: 2-s2.0-84861082429ISBN: 978-364229962-9OAI: oai:DiVA.org:kth-100031DiVA: diva2:543115
7th International Workshop on Security and Trust Management, STM 2011;Copenhagen;27 June 2011 through 28 June 2011
QC 201208062012-08-062012-08-032013-09-12Bibliographically approved