Re:Image Scaling Attacks
by tpoacher on Thursday October 29, 2020 @04:12AM
(#24928276)
Max Pooling could also be targeted extremely easily with this technique, and it is immensely popular as a scale reduction technique in convolutional neural networks. So, yes, it could very well be a relevant and non-trivial attack in the context of 'dataset poisoning'. (it would also be relatively easy to defend against; just don't use max-pooling in the first layer -- but the point is this is a steganographic attack).
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