POPQORN: Quantifying robustness of recurrent neural networks

The vulnerability to adversarial attacks has been a critical issue for deep neural networks. Addressing this issue requires a reliable way to evaluate the robustness of a network. Recently, several methods have been developed to compute robustness quantification for neural networks, namely, certifie...

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Bibliographic Details
Main Authors: Weng, Tsui-Wei (Author), Daniel, Luca (Author)
Format: Article
Language:English
Published: International Machine Learning Society, 2021-03-04T13:28:23Z.
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