Submitted by Difficult-Race-1188 t3_zagl50 in MachineLearning
Difficult-Race-1188 OP t1_iylv1fs wrote
Reply to comment by Deep-Station-1746 in [D] Neural Networks are just a bunch of Decision Trees by Difficult-Race-1188
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.
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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