Survey on privacy-preserving techniques for microdata publication

T Carvalho, N Moniz, P Faria, L Antunes - ACM Computing Surveys, 2023 - dl.acm.org
The exponential growth of collected, processed, and shared microdata has given rise to
concerns about individuals' privacy. As a result, laws and regulations have emerged to …

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 comprehensive analysis of privacy protection techniques developed for COVID-19 pandemic

A Majeed, SO Hwang - IEEE Access, 2021 - ieeexplore.ieee.org
Since the emergence of coronavirus disease–2019 (COVID-19) outbreak, every country has
implemented digital solutions in the form of mobile applications, web-based frameworks …

Survey on privacy-preserving techniques for data publishing

T Carvalho, N Moniz, P Faria, L Antunes - arxiv preprint arxiv:2201.08120, 2022 - arxiv.org
The exponential growth of collected, processed, and shared microdata has given rise to
concerns about individuals' privacy. As a result, laws and regulations have emerged to …

Empowering open data sharing for social good: a privacy-aware approach

T Carvalho, L Antunes, C Costa Santos, N Moniz - Scientific Data, 2025 - nature.com
The Covid-19 pandemic has affected the world at multiple levels. Data sharing was pivotal
for advancing research to understand the underlying causes and implement effective …

Differentially-Private Data Synthetisation for Efficient Re-Identification Risk Control

T Carvalho, N Moniz, L Antunes, N Chawla - arxiv preprint arxiv …, 2022 - arxiv.org
Protecting user data privacy can be achieved via many methods, from statistical
transformations to generative models. However, all of them have critical drawbacks. For …

[PDF][PDF] Governing Privacy as Contexts Overlap during Crisis

MR Sanfilippo, C Liu - The Usage and Impact of ICTs during …, 2023 - api.taylorfrancis.com
Throughout the COVID-19 pandemic, schools, clinics, businesses, churches, and community
organizations have struggled to provide services, support social interaction and …

An information disclosure risk assessment framework for organisational data sharing

SR Ghorashi - 2024 - researchoutput.csu.edu.au
Organisations rely on analytical data to improve decision-making and service delivery, often
sharing this data with external entities, such as research institutes, to acquire collaboration …

Identity Disclosure in Synthetic Data

CC Trindade - 2023 - search.proquest.com
Synthetic data surged as an effort to surpass the quality and privacy barriers that data
possess in current days. Multiple synthetic data generation models emerged in the literature …

Automated Algorithm for Privacy-Preservation of Data

GR da Silva Pereira - 2023 - search.proquest.com
The ultimate goal of privacy-preserving data publication is to investigate how to disclose
data while maintaining private information secure, and how to maximize the utility of …