Differential privacy for industrial internet of things: Opportunities, applications, and challenges
The development of Internet of Things (IoT) brings new changes to various fields.
Particularly, industrial IoT (IIoT) is promoting a new round of industrial revolution. With more …
Particularly, industrial IoT (IIoT) is promoting a new round of industrial revolution. With more …
{PrivTrace}: Differentially Private Trajectory Synthesis by Adaptive Markov Models
Publishing trajectory data (individual's movement information) is very useful, but it also
raises privacy concerns. To handle the privacy concern, in this paper, we apply differential …
raises privacy concerns. To handle the privacy concern, in this paper, we apply differential …
Differential privacy trajectory data protection scheme based on R-tree
S Yuan, D Pi, X Zhao, M Xu - Expert Systems with Applications, 2021 - Elsevier
With the popularization of mobile devices with positioning functions, location-based service
(LBS) plays a vital role in people's daily lives. The problem of privacy leakage becomes …
(LBS) plays a vital role in people's daily lives. The problem of privacy leakage becomes …
Novel trajectory privacy-preserving method based on clustering using differential privacy
X Zhao, D Pi, J Chen - Expert Systems with Applications, 2020 - Elsevier
With the development of location-aware technology, a large amount of location data of users
is collected by the trajectory database. If these trajectory data are directly used for data …
is collected by the trajectory database. If these trajectory data are directly used for data …
Social networks data analytical approaches for trust‐based recommender systems: A systematic literature review
N Vatani, AM Rahmani, HHS Javadi… - International Journal of …, 2024 - Wiley Online Library
With the explosive growth of information on the web and the quick provision of novel web
services, recommendation systems have emerged as efficient mechanism for providing …
services, recommendation systems have emerged as efficient mechanism for providing …
Location recommendation privacy protection method based on location sensitivity division
C Yin, X Ju, Z Yin, J Wang - EURASIP Journal on Wireless …, 2019 - Springer
Location-based recommendation services can provide users with convenient services, but
this requires monitoring and collecting a large amount of location information. In order to …
this requires monitoring and collecting a large amount of location information. In order to …
Leveraging personality information to improve community recommendation in e‐learning platforms
E‐learning platforms are becoming more and more important and they are gradually
changing people's learning ways. In the e‐learning platforms, users actively create and join …
changing people's learning ways. In the e‐learning platforms, users actively create and join …
Suppression techniques for privacy-preserving trajectory data publishing
CY Lin - Knowledge-Based Systems, 2020 - Elsevier
In this paper, we study the problem of protecting privacy in trajectory datasets from
adversaries who can exploit their partial knowledge to infer unknown locations. To efficiently …
adversaries who can exploit their partial knowledge to infer unknown locations. To efficiently …
A privacy-preserving time-aware method for next poi recommendation
J Fan, C Pan, Y Geng, S Li - Electronics, 2023 - mdpi.com
Compared with traditional point-of-interest (POI) recommendation, next POI
recommendation is more difficult and requires comprehensive consideration of users' …
recommendation is more difficult and requires comprehensive consideration of users' …
Sequential Trajectory Data Publishing with Adaptive grid-based Weighted Differential Privacy
With the rapid development of wireless communication and localization technologies, the
easier collection of trajectory data can bring potential data-driven value. Recently, there has …
easier collection of trajectory data can bring potential data-driven value. Recently, there has …