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Privacy-preserving data mining: methods, metrics, and applications
The collection and analysis of data are continuously growing due to the pervasiveness of
computing devices. The analysis of such information is fostering businesses and …
computing devices. The analysis of such information is fostering businesses and …
The long road to computational location privacy: A survey
The widespread adoption of continuously connected smartphones and tablets developed
the usage of mobile applications, among which many use location to provide geolocated …
the usage of mobile applications, among which many use location to provide geolocated …
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 …
A personalized privacy protection framework for mobile crowdsensing in IIoT
With the rapid digitalization of various industries, mobile crowdsensing (MCS), an intelligent
data collection and processing paradigm of the industrial Internet of Things, has provided a …
data collection and processing paradigm of the industrial Internet of Things, has provided a …
A location privacy-preserving system based on query range cover-up or location-based services
Location-based service (LBS) has been widely used in various fields of industry, and
become a vital part of people's daily life. However, while providing great convenience for …
become a vital part of people's daily life. However, while providing great convenience for …
[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 …
Privacy in mobile participatory sensing: Current trends and future challenges
D Christin - Journal of Systems and Software, 2016 - Elsevier
Mobile participatory sensing has opened the doors to numerous sensing scenarios that
were unimaginable few years ago. In absence of protection mechanisms, most of these …
were unimaginable few years ago. In absence of protection mechanisms, most of these …
[ΒΙΒΛΙΟ][B] Differential privacy and applications
Corporations, organizations, and governments have collected, digitized, and stored
information in digital forms since the invention of computers, and the speed of such data …
information in digital forms since the invention of computers, and the speed of such data …
Local differential private data aggregation for discrete distribution estimation
For the purpose of improving the quality of services, softwares or online services are
collecting various of user data, such as personal information and locations. Such data …
collecting various of user data, such as personal information and locations. Such data …
P2AE: Preserving Privacy, Accuracy, and Efficiency in Location-Dependent Mobile Crowdsensing
With the widespread prevalence of smart devices, mobile crowdsensing (MCS) becomes a
new trend to encourage mobile nodes to participate in cooperative data collection in various …
new trend to encourage mobile nodes to participate in cooperative data collection in various …