Assertion: perturbation | /r/HasProperty | tested on a 50,000 image validation set
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text: Following the method above, universal perturbations are learned for the ILSVRC 2012 image dataset (training on the set denoted X in the table below), and then those perturbations are tested on a 50,000 image validation set – not used to compute the perturbation – to see how many of them it causes a classifier to fool.