Deepfakes: A new threat to image fabrication in scientific publications?

There is an increasing risk of people using advanced artificial intelligence, particularly the generative adversarial network (GAN), for scientific image manipulation for the purpose of publications. We demonstrated this possibility by using GAN to fabricate several different types of biomedical ima...

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Bibliographic Details
Published inPatterns (New York, N.Y.) Vol. 3; no. 5; p. 100509
Main Authors Wang, Liansheng, Zhou, Lianyu, Yang, Wenxian, Yu, Rongshan
Format Journal Article
LanguageEnglish
Published United States Elsevier Inc 13.05.2022
Elsevier
Subjects
Opinion
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Summary:There is an increasing risk of people using advanced artificial intelligence, particularly the generative adversarial network (GAN), for scientific image manipulation for the purpose of publications. We demonstrated this possibility by using GAN to fabricate several different types of biomedical images and discuss possible ways for the detection and prevention of such scientific misconducts in research communities.
Bibliography:SourceType-Other Sources-1
ObjectType-News-1
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ISSN:2666-3899
2666-3899
DOI:10.1016/j.patter.2022.100509