Hasse sensitivity level: A sensitivity-aware trajectory privacy-enhanced framework with Reinforcement Learning
LBS services generate massive amounts of trajectory data over time, which will be shared
with others for further intelligent services. Due to the ubiquity and openness of LBS, the …
with others for further intelligent services. Due to the ubiquity and openness of LBS, the …
[HTML][HTML] Research on trajectory data releasing method via differential privacy based on spatial partition
A number of security and privacy challenges of cyber system are arising due to the rapidly
evolving scale and complexity of modern system and networks. The cyber system is a …
evolving scale and complexity of modern system and networks. The cyber system is a …
Dummy-based trajectory privacy protection against exposure location attacks
With the development of positioning technology and location-aware devices, moving objects'
location and trajectory information have been collected and published, resulting in serious …
location and trajectory information have been collected and published, resulting in serious …
Privacy-protected statistics publication over social media user trajectory streams
An increasing amount of user location information is being generated due to the widespread
use of social network applications and the ubiquitous adoption of mobile and wearable …
use of social network applications and the ubiquitous adoption of mobile and wearable …
Differentially private and utility preserving publication of trajectory data
The universal popularity of GPS-enabled mobile devices and traffic navigation services has
fueled the growth of trajectory data, as evidenced by Uber Movement and NYC taxi data …
fueled the growth of trajectory data, as evidenced by Uber Movement and NYC taxi data …
Local trajectory privacy protection in 5G enabled industrial intelligent logistics
The value of trajectory data lies mainly in the spatio-temporal correlation. However, the
existing privacy protection methods ignore the spatio-temporal correlation of trajectory data …
existing privacy protection methods ignore the spatio-temporal correlation of trajectory data …
A differential privacy-based privacy-preserving data publishing algorithm for transit smart card data
Y Li, D Yang, X Hu - Transportation Research Part C: Emerging …, 2020 - Elsevier
This manuscript is focused on transit smart card data and finds that the release of such
trajectory information after simple anonymization creates high concern about breaching …
trajectory information after simple anonymization creates high concern about breaching …
DPT: differentially private trajectory synthesis using hierarchical reference systems
GPS-enabled devices are now ubiquitous, from airplanes and cars to smartphones and
wearable technology. This has resulted in a wealth of data about the movements of …
wearable technology. This has resulted in a wealth of data about the movements of …
Protecting trajectory privacy: A user-centric analysis
H Shen, G Bai, M Yang, Z Wang - Journal of Network and Computer …, 2017 - Elsevier
The existing evaluation methods for location privacy protection mechanism (LPPM) focus
mainly on location privacy at the time of issuing a location-based query, and rarely consider …
mainly on location privacy at the time of issuing a location-based query, and rarely consider …