BriefGPT.xyz
Sep, 2018
稳健学习中的集中度诅咒:由测度的集中度引发的逃避和毒化攻击
The Curse of Concentration in Robust Learning: Evasion and Poisoning Attacks from Concentration of Measure
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Saeed Mahloujifar, Dimitrios I. Diochnos, Mohammad Mahmoody
TL;DR
通过理论研究,发现集中性度量空间中具有初步相同的错误的分类器固有容易受到对手干扰,提出了新的污染攻击方法。
Abstract
Many modern
machine learning
classifiers are shown to be vulnerable to
adversarial perturbations
of the instances that can "evade" the classifier and get misclassified. Despite a massive amount of work focusing o
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