[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 …

Impact of frequency of location reports on the privacy level of geo-indistinguishability

R Mendes, M Cunha, JP Vilela - Proceedings on Privacy …, 2020 - petsymposium.org
Location privacy has became an emerging topic due to the pervasiveness of Location-
Based Services (LBSs). When sharing location, a certain degree of privacy can be achieved …

Clustering geo-indistinguishability for privacy of continuous location traces

M Cunha, R Mendes, JP Vilela - 2019 4th International …, 2019 - ieeexplore.ieee.org
We consider privacy of obfuscated location reports that can be correlated through
time/space to estimate the real position of a user. We propose a user-centric Location …

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 …

Location Inference under Temporal Correlation

Y Dong, Y Hu, A Aseeri, D Li… - 2023 32nd International …, 2023 - ieeexplore.ieee.org
Location Based Services (LBSs) have become increasingly popular in the past decade,
allowing mobile users to access location-dependent information and services. To protect …

A Privacy-Aware Remap** Mechanism for Location Data

G Duarte, M Cunha, J Vilela - Proceedings of the 39th ACM/SIGAPP …, 2024 - dl.acm.org
In an era dominated by Location-Based Services (LBSs), the concern of preserving location
privacy has emerged as a critical challenge. To address this, Location Privacy-Preserving …

Leveraging prior knowledge asymmetries in the design of location privacy-preserving mechanisms

N Takbiri, V Shejwalkar, A Houmansadr… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
The prevalence of mobile devices and Location-Based Services (LBS) necessitates the
study of Location Privacy-Preserving Mechanisms (LPPM). However, LPPMs reduce the …

Automated Privacy Protection For Mobile Devices

RSC Mendes - 2022 - search.proquest.com
The pervasiveness of smart devices and the always connected paradigm has fostered
applications that benefit from sensing the environment to provide contextualized services to …

Privacy-preserving mechanisms for location traces

MC Cunha - 2019 - estudogeral.uc.pt
Location-Based Services are increasingly present in our daily lives. However, regardless of
the benefits that these services offer to users, the shared data are not always and only used …

INFORMATION-THEORETIC LIMITS ON STATISTICAL MATCHING WITH APPLICATIONS TO PRIVACY

N Takbiri - 2020 - scholarworks.umass.edu
Modern applications significantly enhance the user experience by adapting to each user's
individual condition and/or preferences. While this adaptation can greatly improve a user's …