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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Detalles Bibliográficos
Autores principales: Wang, Liansheng, Zhou, Lianyu, Yang, Wenxian, Yu, Rongshan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Opinion
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9122956/
https://www.ncbi.nlm.nih.gov/pubmed/35607625
http://dx.doi.org/10.1016/j.patter.2022.100509
Descripción
Sumario: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.

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