Model robustness detection method and device, equipment and medium
A detection method and a robust technology, applied in the computer field, can solve problems such as lack of pertinence and interference, and achieve the effect of facilitating safety and reliability
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[0029] In order to better understand the above purpose, features and advantages of the present application, the solution of the present application will be further described below. It should be noted that, in the case of no conflict, the embodiments of the present application and the features in the embodiments can be combined with each other.
[0030] In the following description, a lot of specific details have been set forth in order to fully understand the present application, but the present application can also be implemented in other ways different from those described here; obviously, the embodiments in the description are only a part of the present application, and Not all examples.
[0031] Deep neural networks are widely used in the field of computer vision to enhance deep learning models. Despite the continuous improvement in model performance, existing deep learning models are very unreliable in the face of adversarial examples (that is, inputs made with slight pe...
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