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- W4287869788 abstract "Deep neural networks are vulnerable to adversarial examples - small input perturbations that result in incorrect predictions. We study this problem for models of source code, where we want the network to be robust to source-code modifications that preserve code functionality. (1) We define a powerful adversary that can employ sequences of parametric, semantics-preserving program transformations; (2) we show how to perform adversarial training to learn models robust to such adversaries; (3) we conduct an evaluation on different languages and architectures, demonstrating significant quantitative gains in robustness." @default.
- W4287869788 created "2022-07-26" @default.
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- W4287869788 date "2020-02-07" @default.
- W4287869788 modified "2023-09-24" @default.
- W4287869788 title "Semantic Robustness of Models of Source Code" @default.
- W4287869788 hasPublicationYear "2020" @default.
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