Search Results for author: Antoine Mine

Found 1 papers, 0 papers with code

Input Validation for Neural Networks via Runtime Local Robustness Verification

no code implementations9 Feb 2020 Jiangchao Liu, Liqian Chen, Antoine Mine, Ji Wang

We observe that the robustness radii of correctly classified inputs are much larger than that of misclassified inputs which include adversarial examples, especially those from strong adversarial attacks.

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