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Color-optimized one-pixel attack against digital pathology images
(Fruct oy, 2021)
Modern artificial intelligence based medical imaging tools are vulnerable to model fooling attacks. Automated medical imaging methods are used for supporting the decision making by classifying samples as regular or as ...
One-Pixel Attack Deceives Computer-Assisted Diagnosis of Cancer
(Association for computing machinery, 2021)
Computer vision and machine learning can be used to automate various tasks in cancer diagnostic and detection. If an attacker can manipulate the automated processing, the results can be devastating and in the worst case ...