Journal
IEEE SECURITY & PRIVACY
Volume 16, Issue 3, Pages 46-54Publisher
IEEE COMPUTER SOC
DOI: 10.1109/MSP.2018.2701152
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Funding
- Arts and Humanities Research Council (AHRC) Centre CREATe [AH/K000179/1]
- EPSRC Digital Economy Hub Horizon at the University of Nottingham [EP/G065802/1]
- Engineering and Physical Sciences Research Council (EPSRC) [EP/M507970/1]
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As concerns about discrimination in black box machine learning systems rise, a legal right to an explanation has emerged as an attractive approach for governance. Meaningful information about algorithmic logics is more technically possible than commonly thought, but this risks a new transparency fallacy-an illusion of remedy over a substantive provision.
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