When machine learning meets privacy: A survey and outlook
The newly emerged machine learning (eg, deep learning) methods have become a strong
driving force to revolutionize a wide range of industries, such as smart healthcare, financial …
driving force to revolutionize a wide range of industries, such as smart healthcare, financial …
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 …
A utility-aware general framework with quantifiable privacy preservation for destination prediction in LBSs
Destination prediction plays an important role as the basis for a variety of location-based
services (LBSs). However, it poses many threats to users' location privacy. Most related work …
services (LBSs). However, it poses many threats to users' location privacy. Most related work …
A caching and spatial K-anonymity driven privacy enhancement scheme in continuous location-based services
With the rapid pervasion of location-based services (LBSs), protection of location privacy
has become a significant concern. In most continuous LBSs' privacy-preserving solutions …
has become a significant concern. In most continuous LBSs' privacy-preserving solutions …
Enhancing privacy through caching in location-based services
Privacy protection is critical for Location-Based Services (LBSs). In most previous solutions,
users query service data from the untrusted LBS server when needed, and discard the data …
users query service data from the untrusted LBS server when needed, and discard the data …
Optimal geo-indistinguishable mechanisms for location privacy
NE Bordenabe, K Chatzikokolakis… - Proceedings of the 2014 …, 2014 - dl.acm.org
We consider the geo-indistinguishability approach to location privacy, and the trade-off with
respect to utility. We show that, given a desired degree ofgeo-indistinguishability, it is …
respect to utility. We show that, given a desired degree ofgeo-indistinguishability, it is …
Preserving privacy in internet of things: a survey
AA Abi Sen, FA Eassa, K Jambi, M Yamin - International Journal of …, 2018 - Springer
Internet of things (IOT) paradigm is changing day to day lives towards sophisticated
automation and enhancing living standards of our societies. The most of “Things” in IOT are …
automation and enhancing living standards of our societies. The most of “Things” in IOT are …
Security and privacy in location-based services for vehicular and mobile communications: An overview, challenges, and countermeasures
Location-based services (LBSs) have gained popularity as a result of the advances in
mobile and communication technologies. LBS provide users with relevant information based …
mobile and communication technologies. LBS provide users with relevant information based …
A dual privacy preserving scheme in continuous location-based services
With the development of wireless communication and positioning technology, location-
based services (LBSs) have been gaining tremendous popularity, due to its ability to greatly …
based services (LBSs) have been gaining tremendous popularity, due to its ability to greatly …
Collaborative trajectory privacy preserving scheme in location-based services
Location-based services (LBSs) have been gaining considerable popularity and are
becoming the fastest growing activity-related services that people use in their daily life …
becoming the fastest growing activity-related services that people use in their daily life …