[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 …

Challenges and open problems of legal document anonymization

GM Csányi, D Nagy, R Vági, JP Vadász, T Orosz - Symmetry, 2021 - mdpi.com
Data sharing is a central aspect of judicial systems. The openly accessible documents can
make the judiciary system more transparent. On the other hand, the published legal …

Flexible data anonymization using ARX—Current status and challenges ahead

F Prasser, J Eicher, H Spengler, R Bild… - Software: Practice and …, 2020 - Wiley Online Library
The race for innovation has turned into a race for data. Rapid developments of new
technologies, especially in the field of artificial intelligence, are accompanied by new ways …

[HTML][HTML] Data anonymization for pervasive health care: systematic literature mapping study

Z Zuo, M Watson, D Budgen, R Hall… - JMIR medical …, 2021 - medinform.jmir.org
Background Data science offers an unparalleled opportunity to identify new insights into
many aspects of human life with recent advances in health care. Using data science in …

[HTML][HTML] Enhancing reuse of data and biological material in medical research: from FAIR to FAIR-health

MM Th, M MartinGillian, SO Ugur… - Biopreservation and …, 2018 - liebertpub.com
The known challenge of underutilization of data and biological material from biorepositories
as potential resources for medical research has been the focus of discussion for over a …

Characterisation and quantification of user privacy: key challenges, regulations, and future directions

R Arshad, MR Asghar - IEEE Communications Surveys & …, 2024 - ieeexplore.ieee.org
The protection of user privacy in the digital age has become an important concern with the
increase in data-driven technologies. These technologies generate large amounts of user …

A clustering‐based anonymization approach for privacy‐preserving in the healthcare cloud

A Abbasi, B Mohammadi - Concurrency and Computation …, 2022 - Wiley Online Library
Today, modern healthcare systems rely on advanced computational technologies, including
cloud‐based systems, to gather and examine personal health data on a large scale. The use …

A Python library to check the level of anonymity of a dataset

J Sáinz-Pardo Díaz, Á López García - Scientific Data, 2022 - nature.com
Openly sharing data with sensitive attributes and privacy restrictions is a challenging task. In
this document we present the implementation of pyCANON, a Python library and command …

Verification of de-identification techniques for personal information using tree-based methods with Shapley values

J Lee, J Jeong, S Jung, J Moon, S Rho - Journal of Personalized …, 2022 - mdpi.com
With the development of big data and cloud computing technologies, the importance of
pseudonym information has grown. However, the tools for verifying whether the de …

How to Create and Foster Sustainable Smart Cities? Insights on Ethics, Trust, Privacy, Transparency, Incentives, and Success

C Riedmann-Streitz, N Streitz, M Antona… - … Journal of Human …, 2024 - Taylor & Francis
This paper describes the motivation, framework, concepts, method, implementation, and
results of the HCII2023 Design Café, a dedicated participatory highly interactive design …