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

^*Corresponding author for this work

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.

Original language	English
Pages (from-to)	2152-2155
Number of pages	4
Journal	Embo Reports
Volume	25
Issue number	5
DOIs	https://doi.org/10.1038/s44319-024-00101-0
Publication status	Published - 14 May 2024

Keywords

Ai

Access to Document

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

Cite this

@article{bf3f701e8be244b3bb7ec8a962b6c6dd,

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.",

keywords = "Ai",

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

year = "2024",

month = may,

day = "14",

doi = "10.1038/s44319-024-00101-0",

language = "English",

volume = "25",

pages = "2152--2155",

journal = "Embo Reports",

issn = "1469-221X",

publisher = "Springer",

number = "5",

}

TY - JOUR

T1 - Getting real about synthetic data ethics

T2 - Are AI ethics principles a good starting point for synthetic data ethics?

AU - Shanley, Danielle

AU - Hogenboom, Joshi

AU - Lysen, Flora

AU - Wee, Leonard

AU - Lobo Gomes, Aiara

AU - Dekker, Andre

AU - Meacham, Darian

PY - 2024/5/14

Y1 - 2024/5/14

N2 - 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.

AB - 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.

KW - Ai

U2 - 10.1038/s44319-024-00101-0

DO - 10.1038/s44319-024-00101-0

M3 - Article

C2 - 38388694

SN - 1469-221X

VL - 25

SP - 2152

EP - 2155

JO - Embo Reports

JF - Embo Reports

IS - 5

ER -

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

Abstract

Keywords

Access to Document

Fingerprint

Cite this