Group Privacy: An Underrated but Worth Studying Research Problem in the Era of Artificial Intelligence and Big Data

A Majeed, S Khan, SO Hwang - Electronics, 2022 - mdpi.com
Introduction: Recently, the tendency of artificial intelligence (AI) and big data
use/applications has been rapidly expanding across the globe, improving people's lifestyles …

Group privacy in times of big data. A literature review

P Helm - Digital Culture & Society, 2016 - degruyter.com
New technologies pose new challenges on the protection of privacy and they stimulate new
debates on the scope of privacy. Such debates usually concern the individuals' right to …

Automated data-driven profiling: threats for group privacy

P Mavriki, M Karyda - Information & Computer Security, 2019 - emerald.com
Purpose User profiling with big data raises significant issues regarding privacy. Privacy
studies typically focus on individual privacy; however, in the era of big data analytics, users …

Group privacy in the age of big data

L Kammourieh, T Baar, J Berens, E Letouzé… - Group privacy: New …, 2017 - Springer
Until now, privacy protections have focused on guaranteeing individuals a measure of
control over information relating to themselves. However, in the digital age, this protection …

[图书][B] Group privacy: New challenges of data technologies

L Taylor, L Floridi, B Van der Sloot - 2016 - Springer
This book had its genesis in a serendipitous conversation between Linnet Taylor and
Luciano Floridi at the Oxford Internet Institute in early 2014. Subsequently, Mireille …

From individual to group privacy in big data analytics

B Mittelstadt - Philosophy & Technology, 2017 - Springer
Mature information societies are characterised by mass production of data that provide
insight into human behaviour. Analytics (as in big data analytics) has arisen as a practice to …

Two concepts of group privacy

M Loi, M Christen - Philosophy & Technology, 2020 - Springer
Luciano Floridi was not the first to discuss the idea of group privacy, but he was perhaps the
first to discuss it in relation to the insights derived from big data analytics. He has argued that …

Distinguishing group privacy from personal privacy: The effect of group inference technologies on privacy perceptions and behaviors

JJ Suh, MJ Metzger, SA Reid, A El Abbadi - Proceedings of the ACM on …, 2018 - dl.acm.org
Machine learning and data mining threaten personal privacy, and many tools exist to help
users protect their privacy (eg, available privacy settings on Facebook, anonymization and …

[图书][B] Safety in numbers? Group privacy and big data analytics in the developing world

L Taylor - 2017 - Springer
This chapter argues that group privacy is a necessary element of a global perpective on
privacy. Addressing the problem as a new epistemological phenomenon generated by big …

Privacy-preserving clustering for big data in cyber-physical-social systems: Survey and perspectives

Y Zhao, SK Tarus, LT Yang, J Sun, Y Ge, J Wang - Information Sciences, 2020 - Elsevier
Clustering technique plays a critical role in data mining, and has received great success to
solve application problems like community analysis, image retrieval, personalized …