A survey on differential privacy for unstructured data content
Huge amounts of unstructured data including image, video, audio, and text are ubiquitously
generated and shared, and it is a challenge to protect sensitive personal information in …
generated and shared, and it is a challenge to protect sensitive personal information in …
A survey of differential privacy-based techniques and their applicability to location-based services
The widespread use of mobile devices such as smartphones, tablets, and smartwatches has
led users to constantly generate various location data during their daily activities …
led users to constantly generate various location data during their daily activities …
Constructing dummy query sequences to protect location privacy and query privacy in location-based services
Location-based services (LBS) have become an important part of people's daily life.
However, while providing great convenience for mobile users, LBS result in a serious …
However, while providing great convenience for mobile users, LBS result in a serious …
[HTML][HTML] A survey of privacy-preserving mechanisms for heterogeneous data types
Due to the pervasiveness of always connected devices, large amounts of heterogeneous
data are continuously being collected. Beyond the benefits that accrue for the users, there …
data are continuously being collected. Beyond the benefits that accrue for the users, there …
3D geo-indistinguishability for indoor location-based services
Indoor location-based services (LBS) are widely used in large-scale indoor buildings, such
as high-rise hospitals and multi-story shopping malls. At the same time, location privacy …
as high-rise hospitals and multi-story shopping malls. At the same time, location privacy …
Personalized location privacy with road network-indistinguishability
The proliferation of location-based services (LBS) leads to increasing concern about
location privacy. Location obfuscation is a promising privacy-preserving technique but yet to …
location privacy. Location obfuscation is a promising privacy-preserving technique but yet to …
Clustering geo-indistinguishability for privacy of continuous location traces
We consider privacy of obfuscated location reports that can be correlated through
time/space to estimate the real position of a user. We propose a user-centric Location …
time/space to estimate the real position of a user. We propose a user-centric Location …
A framework for personalized location privacy
Location privacy has been one of the most important research areas over recent years, and
many location Privacy Preserving Mechanisms (PPMs) have been proposed. Each PPM …
many location Privacy Preserving Mechanisms (PPMs) have been proposed. Each PPM …
Transparency and reproducibility in mobile sensing research
C Wrzus, R Schoedel - Mobile Sensing in Psychology: Methods …, 2023 - books.google.com
Researchers have to decide on a multitude of topics during planning, preparing, and
conducting mobile sensing studies, and then analyzing the resulting data. These decisions …
conducting mobile sensing studies, and then analyzing the resulting data. These decisions …
Velocity-Aware Geo-Indistinguishability
Location Privacy-Preserving Mechanisms (LPPMs) have been proposed to mitigate the risks
of privacy disclosure yielded from location sharing. However, due to the nature of this type of …
of privacy disclosure yielded from location sharing. However, due to the nature of this type of …