Getting real about synthetic data ethics: Are AI ethics principles a good starting point for synthetic data ethics?

Danielle Shanley; Joshi Hogenboom; Flora Lysen; Leonard Wee; Aiara Lobo Gomes; Andre Dekker; Darian Meacham

doi:10.1038/s44319-024-00101-0

Getting real about synthetic data ethics: Are AI ethics principles a good starting point for synthetic data ethics?

Danielle Shanley, Joshi Hogenboom, Flora Lysen, Leonard Wee, Aiara Lobo Gomes, Andre Dekker, Darian Meacham

Research output: Contribution to journal › Article › Academic › peer-review

Abstract

Synthetic data promises to be a viable alternative when data collection and data sharing may not be feasible or cost effective, but it raises distinct ethical issue that merit serious consideration. (Figure presented.)

Original language	English
Journal	Embo Reports
DOIs	https://doi.org/10.1038/s44319-024-00101-0
Publication status	Published - 22 Feb 2024

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10.1038/s44319-024-00101-0Licence: CC BY

Cite this

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title = "Getting real about synthetic data ethics: Are AI ethics principles a good starting point for synthetic data ethics?",

abstract = "Synthetic data promises to be a viable alternative when data collection and data sharing may not be feasible or cost effective, but it raises distinct ethical issue that merit serious consideration. (Figure presented.)",

author = "Danielle Shanley and Joshi Hogenboom and Flora Lysen and Leonard Wee and {Lobo Gomes}, Aiara and Andre Dekker and Darian Meacham",

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AU - Shanley, Danielle

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AU - Wee, Leonard

AU - Lobo Gomes, Aiara

AU - Dekker, Andre

AU - Meacham, Darian

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M3 - Article

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JO - Embo Reports

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