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Gradient-based enhancement attacks in biomedical machine learning

The prevalence of machine learning in biomedical research is rapidly growing, yet the trustworthiness of such research is often overlooked. While some previous works have investigated the ability of adversarial attacks to degrade model performance in medical imaging, the ability to falsely improve p...

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Detalles Bibliográficos
Autores principales: Rosenblatt, Matthew, Dadashkarimi, Javid, Scheinost, Dustin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cornell University 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9882585/
https://www.ncbi.nlm.nih.gov/pubmed/36713237