Location privacy-preserving mechanisms in location-based services: A comprehensive survey

H Jiang, J Li, P Zhao, F Zeng, Z **ao… - ACM Computing Surveys …, 2021 - dl.acm.org
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 …

Differential privacy techniques for cyber physical systems: A survey

MU Hassan, MH Rehmani… - … Communications Surveys & …, 2019 - ieeexplore.ieee.org
Modern cyber physical systems (CPSs) has widely being used in our daily lives because of
development of information and communication technologies (ICT). With the provision of …

PPO2: Location privacy-oriented task offloading to edge computing using reinforcement learning for intelligent autonomous transport systems

H Gao, W Huang, T Liu, Y Yin… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
AI-empowered 5G/6G networks play a substantial role in taking full advantage of the Internet
of Things (IoT) to perform complex computing by offloading tasks to edge services deployed …

A utility-aware general framework with quantifiable privacy preservation for destination prediction in LBSs

H Jiang, M Wang, P Zhao, Z **ao… - Ieee/Acm Transactions …, 2021 - ieeexplore.ieee.org
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 …

Personalized privacy-preserving task allocation for mobile crowdsensing

Z Wang, J Hu, R Lv, J Wei, Q Wang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Location information of workers are usually required for optimal task allocation in mobile
crowdsensing, which however raises severe concerns of location privacy leakage. Although …

Vector-indistinguishability: location dependency based privacy protection for successive location data

Y Zhao, J Chen - IEEE Transactions on Computers, 2023 - ieeexplore.ieee.org
With the wide use of GPS enabled devices and Location-Based Services, location privacy
has become an increasingly worrying challenge to our community. Existing approaches …

PMF: A privacy-preserving human mobility prediction framework via federated learning

J Feng, C Rong, F Sun, D Guo, Y Li - … of the ACM on Interactive, Mobile …, 2020 - dl.acm.org
With the popularity of mobile devices and location-based social network, understanding and
modelling the human mobility becomes an important topic in the field of ubiquitous …

Privacy-preserving mechanisms for location privacy in mobile crowdsensing: A survey

JW Kim, K Edemacu, B Jang - Journal of Network and Computer …, 2022 - Elsevier
With the advancement in communication techniques and sensor technologies, mobile
crowdsensing (MCS)—one of the most successful applications of crowdsourcing—has …

A blockchain-based location privacy-preserving crowdsensing system

M Yang, T Zhu, K Liang, W Zhou, RH Deng - Future Generation Computer …, 2019 - Elsevier
With the support of portable electronic devices and crowdsensing, a new class of mobile
applications based on the Internet of Things (IoT) application is emerging. Crowdsensing …

The long road to computational location privacy: A survey

V Primault, A Boutet, SB Mokhtar… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
The widespread adoption of continuously connected smartphones and tablets developed
the usage of mobile applications, among which many use location to provide geolocated …