ICML-Defense against backdoor attacks via robust covariance estimation

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SPECTRE: Defending Against Backdoor Attacks Using Robust Statistics

             Jonathan Hayase 1 Weihao Kong 1 Raghav Somani 1 Sewoong Oh 1

             Abstract                 Starting with the seminal work of (Gu et al., 2017), there
   Modern machine learning increasingly requires         has been an active line of work on designing backdoor at-
   training on a large collection of data from mul-       tacks that use more stealth triggers (Chen et al., 2017; Liu
   tiple sources, not all ...

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关键词：covariance Estimation variance against Defense