Presentation Open Access
SANE - Secure ANalysis Environment @SURF Cloud
Lucas van der Meer;
Steven Claeyssens;
Martin Brandt
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
Files
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2022-06-23 SANE SURF cloud v2.pdf
md5:3c541e4567dfaea5a26e17830044ad9a |
3.9 MB | Download |
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Indexed in
- Publication date:
- June 23, 2022
- DOI:
-
- Keyword(s):
- Data infrastructure Secure analysis Privacy Sensitive data Copyright Competition
- Communities:
- License (for files):
- Creative Commons Attribution 4.0 International