Published September 21, 2022
| Version v1
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GRAIMATTER Public Summary: Recommendations for disclosure control of trained Machine Learning (ML) models from Trusted Research Environments (TREs)
Authors/Creators
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Ritchie, Felix1
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Beggs, Jillian2
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Chuter, Antony2
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Reel, Smarti3
- Crespi-Boixader, Alba3
- Kerasidou, Xaroula3
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Tava, Francesco4
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McCarthy, Andrew5
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Preen, Richard5
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Blanco-Justicia, Alberto6
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Mansouri-Benssassi, Esma7
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Domingo-Ferrer, Josep6
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Liley, James8
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Malone, Maeve9
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Cole, Christian3
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Daly, Angela10
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Rogers, Simon11
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Smith, Jim5
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Jefferson, Emily12
- 1. Bristol Business School, University of the West of England, Bristol
- 2. Public/patient advocate, University of Dundee, Dundee.
- 3. Division of Population Health and Genomics, School of Medicine, University of Dundee, Dundee.
- 4. Department of Health and Social SciencesUniversity of the West of England, Bristol
- 5. Department of Computer Science and Creative Technologies, University of the West of England, Bristol
- 6. Department of Computer Engineering and Mathematics, Universitat Rovira i Virgili, Tarragona, Catalonia
- 7. Division of Population Health and Genomics, School of Medicine, University of Dundee.
- 8. Department of Mathematical Sciences, Durham University.
- 9. Dundee Law School School of Humanities Social Sciences and Law, University of Dundee.
- 10. Leverhulme Research Centre for Forensic Science, School of Science and Engineering, University of Dundee.
- 11. NHS National Services Scotland.
- 12. Division of Population Health and Genomics, School of Medicine, University of Dundee. & University of Glasgow
Description
GRAIMATTER has developed a draft set of usable recommendations for TREs to guard against the additional risks when disclosing trained AI models from TREs. This report provides a summary of our recommendations for a general public audience. The detailed Green Paper on recommendations can be found at DOI: 10.5281/zenodo.7089491
If you would like to provide feedback or would like to learn more, please contact Smarti Reel (sreel@dundee.ac.uk) and Emily Jefferson (erjefferson@dundee.ac.uk).
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GRAIMATTER Public Summary.pdf
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Additional details
Funding
- UK Research and Innovation
- Guidelines and Resources for AI Model Access from TrusTEd Research environments (GRAIMatter) MC_PC_21033