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SANE - Secure ANalysis Environment @SURF Cloud

descriptionPublicationkeyboard_double_arrow_right Presentation , Other literature type 23 Jun 2022 English Publisher:Zenodo
Authors: Van Der Meer, Lucas; Claeyssens, Steven; Brandt, Martin;

doi: 10.5281/zenodo.7074192 , 10.5281/zenodo.6711249

SANE - Secure ANalysis Environment @SURF Cloud

Abstract

Privacy, copyright and competition considerations stand in the way of sharing sensitive data for scientific purposes. We propose the Secure Analysis Environment (SANE): a virtual container in which the researcher analyses sensitive data, but the data provider retains full control. In SANE, scientists can conduct research according to the principles of Five Safes with data that was previously hardly available. SANE exists in 2 variants: Tinker SANE: the researcher can see, manipulate and play with the data. Blind SANE: the researcher submits an algorithm without seeing the data. The data provider approves the algorithm and the output. Lucas van der Meer, ODISSEI & Steven Claeyssens, Koninklijke Bibliotheek

Keywords

Secure analysis, Competition, Privacy, Copyright, Data infrastructure, Sensitive data

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
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