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lindsey98 / Phishpedia

Official Implementation of "Phishpedia: A Hybrid Deep Learning Based Approach to Visually Identify Phishing Webpages" USENIX'21
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Step Relu #32

Open Fujiaoji opened 1 week ago

Fujiaoji commented 1 week ago

Hi, hope you doing well.

When I read the paper, I find that there are Siamese and Siamese++ model with different lies on StepRelu. However, when I check the model, there is no stepreslu. I am wondering that, is the step relu included in the training process? Or just use relu to train the classifier, when testing the siamese, then replace the relu with steprelu, like the results in Table 6. Thanks

lindsey98 commented 1 week ago

Yes, the StepReLU function is not included during the training phase because it nullifies the gradients. It is applied only during test time.