A survey on differential privacy for unstructured data content

Y Zhao, J Chen - ACM Computing Surveys (CSUR), 2022 - dl.acm.org
Huge amounts of unstructured data including image, video, audio, and text are ubiquitously
generated and shared, and it is a challenge to protect sensitive personal information in …

Trustworthy AI: From principles to practices

B Li, P Qi, B Liu, S Di, J Liu, J Pei, J Yi… - ACM Computing Surveys, 2023 - dl.acm.org
The rapid development of Artificial Intelligence (AI) technology has enabled the deployment
of various systems based on it. However, many current AI systems are found vulnerable to …

eHealth cloud security challenges: a survey

Y Al-Issa, MA Ottom, A Tamrawi - Journal of healthcare …, 2019 - Wiley Online Library
Cloud computing is a promising technology that is expected to transform the healthcare
industry. Cloud computing has many benefits like flexibility, cost and energy savings …

A review of secure and privacy-preserving medical data sharing

H Jin, Y Luo, P Li, J Mathew - IEEE access, 2019 - ieeexplore.ieee.org
In the digital healthcare era, it is of the utmost importance to harness medical information
scattered across healthcare institutions to support in-depth data analysis and achieve …

Privacy-preserving data mining: methods, metrics, and applications

R Mendes, JP Vilela - IEEE Access, 2017 - ieeexplore.ieee.org
The collection and analysis of data are continuously growing due to the pervasiveness of
computing devices. The analysis of such information is fostering businesses and …

Privacy-preserving data publishing: A survey of recent developments

BCM Fung, K Wang, R Chen, PS Yu - ACM Computing Surveys (Csur), 2010 - dl.acm.org
The collection of digital information by governments, corporations, and individuals has
created tremendous opportunities for knowledge-and information-based decision making …

openpds: Protecting the privacy of metadata through safeanswers

YA De Montjoye, E Shmueli, SS Wang, AS Pentland - PloS one, 2014 - journals.plos.org
The rise of smartphones and web services made possible the large-scale collection of
personal metadata. Information about individuals' location, phone call logs, or web …

Slicing: A new approach for privacy preserving data publishing

T Li, N Li, J Zhang, I Molloy - IEEE transactions on knowledge …, 2010 - ieeexplore.ieee.org
Several anonymization techniques, such as generalization and bucketization, have been
designed for privacy preserving microdata publishing. Recent work has shown that …

[HTML][HTML] Publishing data from electronic health records while preserving privacy: A survey of algorithms

A Gkoulalas-Divanis, G Loukides, J Sun - Journal of biomedical informatics, 2014 - Elsevier
Abstract The dissemination of Electronic Health Records (EHRs) can be highly beneficial for
a range of medical studies, spanning from clinical trials to epidemic control studies, but it …

[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 …