Fiche publication
Date publication
avril 2025
Journal
Bioinformatics (Oxford, England)
Auteurs
Membres identifiés du Cancéropôle Est :
Pr BROSEUS Julien
,
Pr MEYRE David
,
Dr HERGALANT Sébastien
Tous les auteurs :
Fievet G, Broséus J, Meyre D, Hergalant S
Lien Pubmed
Résumé
Several machine learning (ML) algorithms dedicated to the detection of healthy and diseased cell types from single-cell RNA sequencing (scRNA-seq) data have been proposed for biomedical purposes. This raises concerns about their vulnerability to adversarial attacks, exploiting threats causing malicious alterations of the classifiers' output with defective and well-crafted input.
Référence
Bioinformatics. 2025 04 15;:
