195 citations · 1k across the 35 of their papers we have counts for
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cs.NE2016★ 62 cited
Adversarial Images for Variational Autoencoders
Pedro Tabacof, Julia Tavares, Eduardo Valle
We investigate adversarial attacks for autoencoders. We propose a procedure that distorts the input image to mislead the autoencoder in reconstructing a completely different target…
cs.NE2015
Exploring the Space of Adversarial Images
Pedro Tabacof, Eduardo Valle
Adversarial examples have raised questions regarding the robustness and security of deep neural networks. In this work we formalize the problem of adversarial images given a pretra…