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Harden Deep Convolutional Classifiers via K-Means Reconstruction

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0 Published in 2020 at "IEEE Access"

DOI: 10.1109/access.2020.3024197

Abstract: Adversarial examples are carefully perturbed input examples that aim to mislead the deep neural network models into producing unexpected outputs. In this paper, we employ a K-means clustering algorithm as a pre-processing method to defend… read more here.

Keywords: pre processing; harden deep; convolutional classifiers; deep convolutional ... See more keywords