[HTML][HTML] A survey of privacy-preserving mechanisms for heterogeneous data types

M Cunha, R Mendes, JP Vilela - Computer science review, 2021 - Elsevier
Due to the pervasiveness of always connected devices, large amounts of heterogeneous
data are continuously being collected. Beyond the benefits that accrue for the users, there …

Impacts of location-privacy preserving schemes on vehicular applications

AP Mdee, MM Saad, M Khan, MTR Khan… - Vehicular …, 2022 - Elsevier
Location privacy is a big concern in Vehicular Ad-hoc Networks (VANETs). The strict latency
requirements of safety-critical applications demand transmission of unencrypted …

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 …

Exploring and field-demonstrating geofence-based occupancy-centric control in residential buildings

M Guo, B Smith-Cortez, Z O'Neill, T Firsich, Z Yang - Energy and Buildings, 2024 - Elsevier
Several studies have highlighted the thermal comfort challenges associated with occupancy-
centric control (OCC) when occupants first arrive, despite OCC demonstrating energy …

Expanding the attack surface: Robust profiling attacks threaten the privacy of sparse behavioral data

AJ Tournier, YA De Montjoye - Science advances, 2022 - science.org
Behavioral data, collected from our daily interactions with technology, have driven scientific
advances. Yet, the collection and sharing of this data raise legitimate privacy concerns, as …

Privacy-preserving travel time prediction with uncertainty using GPS trace data

F Liu, D Wang, Z Xu - IEEE transactions on mobile computing, 2021 - ieeexplore.ieee.org
The rapid growth of GPS technology and mobile devices has led to a massive accumulation
of location data, bringing considerable benefits to individuals and society. One of the major …

Differential privacy preservation for location semantics

L Yan, L Li, X Mu, H Wang, X Chen, H Shin - Sensors, 2023 - mdpi.com
With the rapid development of intelligent mobile terminals and communication technologies,
location-based services (LBSs) have become an essential part of users' lives. LBS providers …

An efficient differential privacy-based method for location privacy protection in location-based services

B Wang, H Li, X Ren, Y Guo - Sensors, 2023 - mdpi.com
Location-based services (LBS) are widely used due to the rapid development of mobile
devices and location technology. Users usually provide precise location information to LBS …

A personalized trajectory privacy protection method

J Li, G Chen - Computers & Security, 2021 - Elsevier
Trajectory data of sports or activities are usually collected and shared into social apps like
Wechat moments, Sina weibo in public to provide health services and recommendation …

Velocity-aware geo-indistinguishability

R Mendes, M Cunha, JP Vilela - … of the Thirteenth ACM Conference on …, 2023 - dl.acm.org
Location Privacy-Preserving Mechanisms (LPPMs) have been proposed to mitigate the risks
of privacy disclosure yielded from location sharing. However, due to the nature of this type of …