Abstract: It is a challenging task to fool an image classifier based on deep neural networks under the black-box setting where the target model can only be queried. Among existing black-box attacks, ...

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An illustration of a magnifying glass. An illustration of a magnifying glass.

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In our black-box setting, the adversarial attacker can only query the model to predict the value after the softmax layer without accessing the underlying model. Currently, generating adversarial ...