Location privacy-preserving mechanisms in location-based services: A comprehensive survey
Location-based services (LBSs) provide enhanced functionality and convenience of
ubiquitous computing, but they open up new vulnerabilities that can be utilized to violate the …
ubiquitous computing, but they open up new vulnerabilities that can be utilized to violate the …
Anonymization: The imperfect science of using data while preserving privacy
Information about us, our actions, and our preferences is created at scale through surveys or
scientific studies or as a result of our interaction with digital devices such as smartphones …
scientific studies or as a result of our interaction with digital devices such as smartphones …
Knock knock, who's there? Membership inference on aggregate location data
A Pyrgelis, C Troncoso, E De Cristofaro - arXiv preprint arXiv:1708.06145, 2017 - arxiv.org
Aggregate location data is often used to support smart services and applications, eg,
generating live traffic maps or predicting visits to businesses. In this paper, we present the …
generating live traffic maps or predicting visits to businesses. In this paper, we present the …
Quantifying location privacy
R Shokri, G Theodorakopoulos… - … IEEE symposium on …, 2011 - ieeexplore.ieee.org
It is a well-known fact that the progress of personal communication devices leads to serious
concerns about privacy in general, and location privacy in particular. As a response to these …
concerns about privacy in general, and location privacy in particular. As a response to these …
Protecting location privacy: optimal strategy against localization attacks
The mainstream approach to protecting the location-privacy of mobile users in location-
based services (LBSs) is to alter the users' actual locations in order to reduce the location …
based services (LBSs) is to alter the users' actual locations in order to reduce the location …
Synthesizing plausible privacy-preserving location traces
V Bindschaedler, R Shokri - 2016 IEEE Symposium on Security …, 2016 - ieeexplore.ieee.org
Camouflaging user's actual location with fakes is a prevalent obfuscation technique for
protecting location privacy. We show that the protection mechanisms based on the existing …
protecting location privacy. We show that the protection mechanisms based on the existing …
Location privacy protection for smartphone users
As smartphones are increasingly used to run apps that provide users with location-based
services, the users' location privacy has become a major concern. Existing solutions to this …
services, the users' location privacy has become a major concern. Existing solutions to this …
Privacy vulnerability of published anonymous mobility traces
Mobility traces of people and vehicles have been collected and published to assist the
design and evaluation of mobilee networks, such as large-scale urban sensing networks …
design and evaluation of mobilee networks, such as large-scale urban sensing networks …
Hiding in the mobile crowd: Locationprivacy through collaboration
R Shokri, G Theodorakopoulos… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
Location-aware smartphones support various location-based services (LBSs): users query
the LBS server and learn on the fly about their surroundings. However, such queries give …
the LBS server and learn on the fly about their surroundings. However, such queries give …
ILLIA: Enabling -Anonymity-Based Privacy Preserving Against Location Injection Attacks in Continuous LBS Queries
With the increasing popularity of location-based services (LBSs), it is of paramount
importance to preserve one's location privacy. The commonly used location privacy …
importance to preserve one's location privacy. The commonly used location privacy …