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Deep-Station-1746 t1_iylqt4s wrote

I stopped after I saw: "If NNs would have been truly learning, adversarial attacks won’t exist". Yeah sure. :)

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Difficult-Race-1188 OP t1_iylv1fs wrote

What I mean to say by that the biggest cause for Adversarial attacks is that NN creates linear boundaries locally, that's why Kernel SVM are the best defense against adversarial attacks.

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Difficult-Race-1188 OP t1_iylv75t wrote

Because VC dimension of kernel SVM is infinite and thus they can create extremely curved boundaries in lower hyperdimension.

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