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- W3023261749 abstract "I introduce a very simple method to defend against adversarial examples. The basic idea is to raise the slope of the ReLU function at the test time. Experiments over MNIST and CIFAR-10 datasets demonstrate the effectiveness of the proposed defense against a number of strong attacks in both untargeted and targeted settings. While perhaps not as effective as the state of the art adversarial defenses, this approach can provide insights to understand and mitigate adversarial attacks. It can also be used in conjunction with other defenses." @default.
- W3023261749 created "2020-05-13" @default.
- W3023261749 creator A5068743986 @default.
- W3023261749 date "2020-04-26" @default.
- W3023261749 modified "2023-09-27" @default.
- W3023261749 title "Harnessing adversarial examples with a surprisingly simple defense." @default.
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