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SANE - Secure ANalysis Environment @SURF Cloud

Lucas van der Meer; Steven Claeyssens; Martin Brandt

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  "inLanguage": {
    "alternateName": "eng", 
    "@type": "Language", 
    "name": "English"
  "description": "<p>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.</p>\n\n<p>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:</p>\n\n<ul>\n\t<li>Tinker SANE: the researcher can see, manipulate and play with the data.</li>\n\t<li>Blind SANE: the researcher submits an algorithm without seeing the data. The data provider approves the algorithm and the output.</li>\n</ul>\n\n<p>Lucas van der Meer, ODISSEI &amp; Steven Claeyssens, Koninklijke Bibliotheek</p>", 
  "license": "", 
  "creator": [
      "affiliation": "ODISSEI", 
      "@id": "", 
      "@type": "Person", 
      "name": "Lucas van der Meer"
      "affiliation": "Koninklijke Bibliotheek", 
      "@id": "", 
      "@type": "Person", 
      "name": "Steven Claeyssens"
      "affiliation": "SURF", 
      "@type": "Person", 
      "name": "Martin Brandt"
  "url": "", 
  "datePublished": "2022-06-23", 
  "keywords": [
    "Data infrastructure", 
    "Secure analysis", 
    "Sensitive data", 
  "@context": "", 
  "identifier": "", 
  "@id": "", 
  "@type": "PresentationDigitalDocument", 
  "name": "SANE - Secure ANalysis Environment @SURF Cloud"
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