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, 2023 This is the July 2024 release of the Data Privacy Handbook. About The Data Privacy Handbook is a practical guide on handling personal data in scientific research, primarily written for Utrecht University researchers and research support staff in the Netherlands.
Research Data Management Support +32 more
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From the Information Bottleneck to the Privacy Funnel
, 2014 We focus on the privacy-utility trade-off encountered by users who wish to disclose some information to an analyst, that is correlated with their private data, in the hope of receiving some utility.
Fawaz, Nadia +3 more
core +1 more source
Privacy, Data and the Individual
, 2020 Personal ...
Center For The Governance Of Change +1 more
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Privacy preservation techniques in big data analytics: a survey
Journal of Big Data, 2018 Incredible amounts of data is being generated by various organizations like hospitals, banks, e-commerce, retail and supply chain, etc. by virtue of digital technology.
P. Ram Mohan Rao +2 more
doaj +1 more source
Context-Aware Generative Adversarial Privacy
, 2017 Preserving the utility of published datasets while simultaneously providing provable privacy guarantees is a well-known challenge. On the one hand, context-free privacy solutions, such as differential privacy, provide strong privacy guarantees, but often
Chen, Xiao +4 more
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Privacy and Data-Based Research [PDF]
Journal of Economic Perspectives, 2013 What can we, as users of microdata, formally guarantee to the individuals (or firms) in our dataset, regarding their privacy? We retell a few stories, well-known in data-privacy circles, of failed anonymization attempts in publicly released datasets.
Katrina Ligett +3 more
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Big Privacy: Challenges and Opportunities of Privacy Study in the Age of Big Data
IEEE Access, 2016 One of the biggest concerns of big data is privacy. However, the study on big data privacy is still at a very early stage. We believe the forthcoming solutions and theories of big data privacy root from the in place research output of the privacy ...
Shui Yu
doaj +1 more source
Big Data Privacy: Challenges to Privacy Principles and Models [PDF]
Data Science and Engineering, 2015 Abstract This paper explores the challenges raised by big data in privacy-preserving data management. First, we examine the conflicts raised by big data with respect to preexisting concepts of private data management, such as consent, purpose limitation, transparency and individual rights of access, rectification and erasure.
Soria-Comas, Jordi +1 more
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Dicing with data: the risks, benefits, tensions and tech of health data in the iToBoS project
Frontiers in Digital HealthThis paper will discuss the European funded iToBoS project, tasked by the European Commission to develop an AI diagnostic platform for the early detection of skin melanoma.
Niamh Aspell +2 more
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Research and Practice in Technology Enhanced Learning, 2018 Privacy and data protection are a major stumbling blocks for a data-driven educational future. Privacy policies are based on legal regulations, which in turn get their justification from political, cultural, economical and other kinds of discourses ...
Tore Hoel, Weiqin Chen
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