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Adversarial Attacks Against Medical Deep Learning Systems

Cited: 64|Views112
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Abstract

The discovery of adversarial examples has raised concerns about the practical deployment of deep learning systems. In this paper, we demonstrate that adversarial examples are capable of manipulating deep learning systems across three clinical domains. For each of our representative medical deep learning classifiers, both white and black...More

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Author
Finlayson Samuel G.
Finlayson Samuel G.
Chung Hyung Won
Chung Hyung Won
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