Machine learning for synthetic data generation: a review
Machine learning heavily relies on data, but real-world applications often encounter various
data-related issues. These include data of poor quality, insufficient data points leading to …
data-related issues. These include data of poor quality, insufficient data points leading to …
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 …
An effective approach for the protection of user commodity viewing privacy in e-commerce website
Z Wu, S Shen, H Zhou, H Li, C Lu, D Zou - Knowledge-Based Systems, 2021 - Elsevier
Along with the rapid development of network technologies, the server-side of an e-
commerce website is becoming more and more untrustworthy. Thus, how to prevent the …
commerce website is becoming more and more untrustworthy. Thus, how to prevent the …
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 …
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 …
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 …
Synthesizing plausible privacy-preserving location traces
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 …
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 …
pRide: Privacy-Preserving Ride Matching Over Road Networks for Online Ride-Hailing Service
An online ride-hailing (ORH) service, such as Uber and Didi Chuxing, can provide on-
demand transportation service to users via mobile phones, which brings great convenience …
demand transportation service to users via mobile phones, which brings great convenience …
Utility-aware synthesis of differentially private and attack-resilient location traces
As mobile devices and location-based services become increasingly ubiquitous, the privacy
of mobile users' location traces continues to be a major concern. Traditional privacy …
of mobile users' location traces continues to be a major concern. Traditional privacy …